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[Table] IAmA dark web expert, investigative journalist and true crime author. I’ve met dark web kingpins in far flung prisons and delved the murky depths of child predator forums. I’ve written six books and over a dozen Casefile podcast episodes. AMA (part 2/2)

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Around here nobody talks about the argument that increased regulation of the internet would help stop child predators. Is that true, and if so where do you fall on the Net Neutrality vs law enforcement spectrum? No I don't think that's true at all. Child predators have been around much longer than the internet, and I would argue child abuse was more prevalent 50+ years ago when children were seen and not heard and it wasn't talked about. The dark web hasn't created more predators, it has just given them a new place to gather and hang out.
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused.
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That's so interesting, thanks for the AMA! Can you remember any other thing that a child could do in order to protect himself from being abused? What other characteristics do the abusers hate in potential victims? That seems to be the main one. Kids who speak up and who have close relationships with one or more people they are likely to confide in
What do folks talk about in the child predator forums? Do they like give each other advice on how to improve their craft? Yes, quite literally. The give each other tips on how not to get caught, how to edit out incriminating details in videos, how to drug children, techniques for convincing kids not to tell etc
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Given your insight into how predators operate, do you have any advice for parents on protecting their kids? I'll cut'n'paste a response i gave to someone else about this, because it was something that really stuck out to me:
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused. Kids who speak up and who have close relationships with one or more people they are likely to confide in
Has the exponential increase in Bitcoin value affected darknet dealers in any profound way? I can imagine that some drug dealers were sitting on quite a large sum of Bitcoin when the value shot up. Crypto purists hate to admit it, but bitcoin would not be where it is today without Silk Road. It was sitting at less than a dollar when Silk Road began and the markets showed a robust use case for cryptocurrency and as the markets grew, so did the demand for bitcoin. It also provided real-life use data for those who were not interested in drugs but who weren't sure if it had practical application. When SR went down, Bitcoin was at about $650 and it continued to grow as adoption became more mainstream. There are many many stories of drug dealers (and at least one faux-hitman!) who gained most of their wealth not by selling the drugs, but by the growth in value of their bitcoin holdings
Since you have a lot of experience with them online. Do you think pedophiles(not child abusers) should be treated as criminals, or as people suffering from a mental illness? Contact offenders should be treated as criminals, because they are criminals. They have abused or hurt someone. Same with those who support the creation and dissemination of child abuse materials.
Pedophiles who do not act on their urges should be given as much help as humanly possible.
Are there any mysterious or suspicious pages or communities that you haven’t been able to access? Anything that seems especially weird? there are a lot of Russian communities that I can't access, mostly because I don't speak Russian. Some of the more technical hacking communities have entry barriers that I'm not technical enough to score an invite to
How much these bad people really exist out there? Hundreds? Thousands? More? It depends what you mean by bad. If you mean people who use the dark web to buy drugs (who I do not consider bad) then there are many many thousands. There are also thousands of people who deal in stolen information to make money.
Unfortunately there are also thousands of child predators and the dark web has provided a "safe space" for them to come together to share materials and "tips". I hope this is where most of the resources of law enforcement are concentrated
Ehy mine is a rare question: what do you know about art on dark web? I'm talking about the black market made of stolen important pieces from museums, art used as value to money laundry and other criminal affairs I'm an artist and what I know is people don't think too much about the dark side of art and probably they need to open their eyes about I really haven't come across much in the way of that. Some of the markets have an "art" section, but that is mostly blotter art
How accurate are the legends? Any legends in particular? For a lowdown copied from a post I made in another forum:
1Red Rooms  The one that is most persistent is the myth of the "Red Room" - live streaming of torture/rape that ends in the murder of the victim and which people can pay to watch, or even bid to type in commands for the torturer to carry out (highest bid wins!). The most famous was the “ISIS Red Room” pictured above, where people could provide instructions to torture captured terrorists - you can read what happened here.
People have this idea of Hostel with webcams exist all over the dark web, but you just need an invite to get into them. It's ridiculous. They don't exist. They certainly wouldn't exist on Tor. But people are desperate to believe and they always come back with "You can't prove they don't exist, people are crazy, therefore they must exist." Picture my eyes rolling here.
2.Hitman sites
I don't think many people are taken in by the hitmen sites anymore, though the press loves playing up the fact that there are sites offering up hitman services. But every single one of them has turned out to be a scam, especially Besa Mafia, the one that did the most marketing. Again, you can read about it at the same link as above.
3.Exotic animals  People are always asking where they can find markets for exotic animals. Obviously the illegal trade in exotic animals exists, and some communications and transactions may well take place over Tor, but there are no markets like the drug markets where you can go and look at a picture and then put a tiger or ocelot or something into your basket and buy it with bitcoin.
SO WHAT DOES HAPPEN ON THE DARK WEB?
1.People buy and sell drugs.
The drug markets are more busy than ever. You have probably heard of Silk Road, the most famous online drug market that got busted a few years ago and the owner sent to prison for two consecutive life terms? A lot of people thought that was the end of drugs being sold on the dark web. In fact, dark web sales of drugs have tripled since the shutdown of Silk Road.
The reason people buy drugs this way is that for many they offer a safer alternative for people who are going to do drugs anyway. There is no possibility of any violence. The vast majority of the time a buyer knows exactly what they are getting, because of the feedback and rating system. That's not the case in a nightclub, or even friends-of-friends, where you just blindly accept that the pill, powder or tab is what the seller says it is.
2.People buy and sell other illegal things
Mostly they buy and sell stolen credit cards and financial information, fake IDs (though lots of these are scams), personal information, “dumps” of hacked data and fraud-related items. For a long time, a seller was making a fortune selling fake discount coupons that really worked.
3.People access and create childporn  Unlike the other markets, the CP market is generally not for money, but rather they are groups who swap vile images and videos for free. The worst of the worst is called “hurtcore’. Thankfully, most of the people behind the worst sites have been arrested and put in jail.
4.People talk about stuff
There are plenty of sites, forums and chatrooms where people talk about all sorts of things - conspiracies, aliens, weird stuff. They take advantage of the anonymity.
5.People anonymously release information
Whistleblowers use the dark web to release information and make sure their identities won't be compromised. You will find Wikileaks, for example, on the dark web.
6.People surf the web anonymously
The number 1 thing people use the dark web for is just to surf the web completely anonymously. Not everybody wants to be tracked by advertisers.
I have a question: what are the odds of the casual Darkweb drug buyer - not buying mega loads all the time - the occasional purchase - what are the risks of being busted? Kinda figuring pretty low. But you’re the expert. What do you think? Obviously there is always a risk, but the risk is very low. It is rare for personal amounts to be seized. Even if a package is seized, there's usually no resources to follow it up. Many people report simply receiving a letter from Customs saying they have seized what they believe is contraband and the person has a choice of going to claim it or it will be destroyed. Even if LE does knock on the door there is plausible deniability: "I don't know who sent that stuff to me".
So yeah, rare, but it does happen. You might be the unlucky one
How do you find things on the dark web without search engines? There are a lot of entry sites, set up with links to the most popular places. You can generally get a link to one of them by browsing places like reddit. From there it is a matter of checking out different places, people will put links in forums etc.
I also use a Pastebin where people paste sites they have made/found, and a Fresh Onion site, which crawls all the newly-populated .onion addresses
Hi. there!! Thank you for answering questions. Mine is very simple. How do sellers get the drugs to people? Regular mail? That's always puzzled me bc I'd assume USPS, UPS, fedEx or any other mail carrier would catch at least some goods. If people are ordering drugs, particularly in powder form, for personal use, they can be flattened, sealed in MBB (moisture barrier baggies) and sent in a regular business envelope, indistinguishable from billions of other envelopes going through the postal system every day. The chances of a particular package being intercepted is very low.
Some people take the extra precaution of having the person taking delivery of the drugs different to the person/household that is ordering them.
How did you move from being a corporate lawyer to researching and writing about dark web? I was in London, working for one of the most conservative law firms in the world when the Global Financial Crisis hit. I liked the job but it struck me when people were losing their livelihoods that I was working for the bad guys. I'd always wanted to be a writer so when I came back to Australia I quit law and enrolled in a writing course planning to be a novelist, but I discovered I was better at journalism. I first wrote for newspapers here about Silk Road and it grew from there
I've always wanted to check out the dark web, what is a normal day for you look like on there? Can you give me any tips on how to safely surf the dark web? A normal day looks like me sitting at my desk writing things on my computer. When I'm researching a book or a case I venture away from my computer to trials and to interview people (at least I did pre-COVID)
There is nothing inherently unsafe in surfing the dark web. All the usual precautions you take surfing the clearweb apply. Don't visit any child exploitation sites - it will be pretty obvious that's what they are by the names/descriptions before you log in.
It is only when you want to do more than surfing - e.g. buying drugs etc - that you need to do a LOT of homework or you will absolutely get scammed
Is there anything good about the dark web? It depends what you are into. A lot of academic research has concluded that the darknet markets provide a safer way for people to buy and use drugs, due to the ratings of vendors, services that independently test and report back on batches of drugs, doctor on staff ready to answer questions, no violence in transactions etc.
News sites provide a dark web option so that whistleblowers can safety provide information and upload documents that get stripped of any identifying metadata before being available.
It bypasses firewalls and allows for secure communications under hostile regimes
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How does this make you feel about the idea of the decriminalization of drugs? I've always been for full legalization of drugs, and studying the darknet markets just proved I was right.
I was invited to an experts roundtable in Portugal about drugs and cybercrime a few years ago and the Portugal model of decriminalisation has been a great success
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Hey, you are still answering. Been reading this thread for 1-2 hours now. Thank you so much for all the good work and info! Always been intrigued by this topic, downloaded tor once to explore a bit but couldn’t and deleted it right away, to be on the safer side. Great insights. Thanks! I've been writing it for about 14 hours. Going a bit loopy
How was working on Casefile? What's the production process like? Which episodes did u do?? I have listened to... all of them.... I absolutely LOVE working for Casefile. I am a freelancer, so I source and write my own cases and then sell the scripts to Casefile. I've done at least a dozen, but some of my most popular are Amy Allwine, Mark & John, Ella Tundra, Leigh Leigh, Rebecca Schaeffer...
As for the production process, once I have sold the script to them, a staff member edits them and then they are passed on to Casey to narrate. After that, they go to Mike for sound editing, music etc. They are the best team ever
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Oh, Leigh Leigh was so well written!! How do you choose which stories to write? Do you just pick true crime you're interested in? Thank you! I have a huge list of potential episodes. Any time I come across an interesting crime on reddit, or in the news or wherever I make a note of it. Then I just pick one when it comes time to write a new script.
Sometimes I've been personally involved (e.g. Amy Allwine), gone to trials etc. Those are always the best ones
Hi Eiley, your twitter just reminded me of this AMA :) What are your thoughts on bitcoin? And would you prefer to be paid in crypto or fiat? OOOOH, I know that name! Love & Light to you!
I like Bitcoin and I wish I had a whole lot of it and like many many people, I wish I had kept the first crypto I bought at something like $4 a coin :D I do not have a whole lot of it but I do have a little bit. I like the philosophy behind it and in theory it should change the world. However the reality is that the vast majority of it is concentrated in a very few hands which allows for market manipulation and stops it being useful as a post-fiat currency.
As long as I'm getting paid, I'm pretty happy!
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I too remember your name Pluto! Such a decent human ❤ he is!! True OG right there <3
Is the dark web subject to more racism than its counterpart, the world wide web? There are some white power sites and that sort of thing and the chans are even more uncensored than the clearweb ones (4chan, 8chan) but to be honest they are the same cesspools in different spots. Drug forums don't seem to be very racist. I've seen worse on Twitter
Have you seen any consequential political or social organizing being carried out on the dark web? Not directly, but the dark web helped facilitate the Arab Spring uprising in 2010 by allowing activists to remain anonymous and to access blocked websites and social media. Wikileaks, obviously. Some white supremacy organizations seem to use it to coordinate attacks, but they are not places I'm keen to hang out in.
What’s the most expensive thing for sale you’ve seen on the dark web? What was surprisingly inexpensive? I can't remember specific listings, but there were sometimes sales of things like coke by the kilo, so that sort of thing I guess.
LSD could easily be found for $1/tab and one huge dealer gave it away for free if it was for personal use
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1. I’m going to ask a couple in hopes that one will catch your interest! I know you’re anonymous on the dark web, but even so, have you ever felt worried about your safety? I actually made the decision to be upfront and honest about who I am on the dark web, so I use the name OzFreelancer (which is easily traceable to my real name) on all the dark web sites where i went looking for interviews. The people there had the option of talking to me or not, so they had no reason to want to harm me.
2. I’ve found your comments about your relationship with Yura fascinating. Did y’all develop a friendship? Did you build any other relationships that stand out in your mind? Since you were straightforward about being on the dark web for stories, did people seem reluctant to communicate, or were they excited for the opportunity to divulge a secret? We do have a friendship of sorts, it is really quite weird. I do hope to met him one day. I met all of the senior staff of Silk Road other than the Dread Pirate Roberts himself and keep in touch with some. Some people wanted nothing to do with me of course, but many more were happy to talk to me. i think sometimes it was a relief to them to be able to talk to one person who they knew was who they said they were.
3. On violent forums, did users ever express remorse, guilt, shame, or anything indicative of some recognition that what they were viewing/seeking was awful? Do you see doxxing teams on the dark web working together to uncover info, or is the info already there through previous hacks/breaches, and someone just accesses and releases it? Sorry if any of those don’t make sense! I’m not familiar with the dark web lingo but am so intrigued by your work. Not really. I think if they were contributing to the forums, they were comfortable with who they were and what they were doing. Many of the "regular" pedophiles expressed revulsion about Lux and hurtcore sites though
these have probably been asked before but has there ever been a time where you where genuinely been scared for your life and whats the most messed up thing you've witnessed did you have any help? Yeah both things have been answered in this thread, so I'll cut'n'paste
The only time I've felt even slightly in danger despite all this nosing around in there was when I helped uncover a hitman scam. The owner of Besa Mafia, the most profitable murder-for-hire site in history, came after me when I started writing about him. He made loads of threats ("you don't know who I am, but I know who you are and where you live") but that wasnt scary, as I had access to the backdoor of his site thanks to a friendly hacker and knew he didn't really want to hurt anybody.
It took a bit of a darker turn when he told the people who had signed up to work as hitmen on his site - and who he made video themselves burning cars with signs on them to advertise how legit his site was, then never sent them the promised money for doing so - that I was the owner of the site who had ripped them off. That could have become ugly, but luckily even the thugs weren't dumb enough to believe him.
The only other time I've been a bit nervous was when Homeland Security wanted to have a "friendly" meeting with me on one of my trips to the US to attend a trial. They were friendly, but scary too.
The most frightening experience I've ever had is coming face to face with Lux, the owner of Pedoempire and Hurt2theCore, the most evil and reviled person on the entire dark web. He was responsible for procuring and hosting Daisy's Destruction, the most repulsive video ever made, created by Peter Scully, whose crimes were so bad, the Philippines are considering reinstating the death penalty especially for him.
It wasn't frightening because Lux was frightening - he was anything but. It was frightening because he looked so inoffensive and normal.
It was frightening because he was living proof that monsters walk among us and we never know.
[deleted] It is absolute crap for browsing the clearweb, and a lot of sites detect that it is odd traffic and you have to solve their CAPTCHAs before doing the most basic things
I’m sure you’ve seen some really bad stuff, do you regularly talk to a therapist to help? I've never seen a therapist (they don't really seem to be a thing in Australia they way they are in the US), but I have been known to unload on my partner and my dog
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Yo, speaking as an Aussie, they absolutely are a thing, you can get them covered thru medicare, and I recommend it if you possibly can! Bro, therapy is awesome. I'm not against therapy as a thing, but I've honestly never been so traumatised that I feel I need it. Also I had a bad experience with a psychologist after I watched my partner die in an accident - they suggested I find God, and I noped out of there
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Therapist is an American term- we call them psychs. And the one who told you to find God was terrible and out of line. Yeah she didn't last long before I was over it. Also a doctor decided I needed Xanax, which was also a bad move, because what I really needed was to grieve and Xanax doesn't let you do that properly
Do you find any good things on the dark web? Happy stuff that gives people hope? Or just the trash? I like the psychonaut communities. They just want peace, love and mungbeans for everybody
Have you heard of "The Primarch System" rumor of the dark web? Sounds downright silly to me. But I'm curious if anyone who spends time on the deep web actually takes it seriously, or if as an idea it is connected to anything serious at all. Nah, up there with the Shadow Web and Mariana's Web. There's always people who want to find out where the "deeper" "more secret" "really dark" stuff is. To them I say what, hurtcore isn't dark enough for you?
Doesn't delving the murky depths of child predator forums categorize you with the child predators in the eyes of an investigating law enforcement agency? Do you have some sort of amnesty due to your journalism, or is that something you worry about having to explain away? Has your presence there ever caused some sort of a scare? No, I never went into any of the sites that had actual photos or videos (you can't un-see that shit), but did spend a lot of time in pedophile discussion forums. I also went to a hurtcore hearing and saw screenshots in the police files, as well as listening for two days to videos being described frame-by-frame and private communications between the site owner and the sadists.
Besides drugs and sex crimes, what else is going on in the dark web? Are there other interesting nooks and crannies? I often post screenshots of bizarre sites I find on my Twitter. However, the main uses for the dark web are drugs, digital/fraud goods and child exploitation
I have one, it might be rather boring though, but here goes. On these "child predator forums" are they actually forums devoted to stalking children and do they share social media profiles of children among themselves? That would be kik ids, snapchat and facebook ids, instagram, stuff like that, info that would allow online access and that may have been chosen for suitability? Creepy question I know, but anyway I would be interested to hear your answer. I came here from TrueCrime, you referred to these things in your post on that sub. I suspect I already know the answer yet would like to hear your take on it. Yes, they provide information and tips on how to approach children, how to ensure they won't tell, how to sedate them in some instances, where to find child exploitation material, how to remove metadata and any identifying characteristics in photos and videos before sharing and so on.
They don't tend to share socia media, as that is the sort of thing that can be traced easily. They do talk about how to approach kids on social media and on the worst forums how to blackmail children into stripping/meeting etc
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So you're saying they have a more general approach rather than identifying individual children on the internet? Again a creepy question because what I suggest is that a child's social media could be used and circulated on the dark web as potential information to gain access by anonymity, even if it was just online access only. I actually wonder as I have recently read of the anonymity of apps like ''kik messenger'' and how the police are often unable to get any information from the communications as they remain encrypted and off the server and require little if any valid ID to make an account. No doubt photos from social media are uploaded as part of the materials they have. I haven't seen anything where they get together and try to track down a specific child, but I'm sure some predators do this. Most are more likely to abuse children in their orbit - family, kids of friends, or they work where they have access to children
I heard there are forums to download books but it was really dangerous, Is it true? I'm just a poor guy who wants to finish the young Jack sparrow series Whenever you download anything from a pirate site you run the risk of infection
What do you think of QAnon? Wackjob conspiracy
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Who should the conspiracy theorists actually be worried about if they actually care about thwarting pedophilia? The vast, vast majority of child abuse takes place within the child's personal orbit - relatives, family friends, parents of their own friends, people involved in their activities (coaches, leaders, etc)
So, those people
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Also how to we get people to stop believing in QAnon? Outside my area of expertise, sorry
do you personally believe there was/is any truth to the "defense" (story) that DPR was a title handed down to different admins for the original silk road, or was it just a convenient defense? do you have any theories as to who satoshi nakamoto is? besides the original SR, are there any other darkweb markets that you think have a good enough story to turn into a book? eg sheep market? i've seen you talk a little about the child predator forums, and (as with h2tc) noted are mainly populated by males. i'm curious if you've ever encountered females on such forums/websites (eg. btfk) No. There was a time that I believed the person posting on the forums as DPR changed, but the ownership and administration of the market I believe never changed hands. Variety Jones is claiming a part ownership (which may or may not be true) but I believe that is so he can run a Fourth Amendment argument
So many theories have some credibility to them, but no one theory ticks all the boxes. Highly recommend the 3-part youtube deep dive by Barely Sociable
I'm not sure any one market has the story that Silk Road had, but I would like to write a definitive history that encompasses the most compelling features of all the markets. Backopy of BMR apparently got away clean. The admins of Atlantis got wind of a security issue and closed shop, trying to warn DPR. AlphaBay ended in Alexander Cazes death in a Bangkok prison cell. Then everyone flocked to Hansa, which by that time was being run by law enforcement. Evolution ended in the most brazen exit scam, followed by a bizarre cloak'n'dagger situation played out right here on reddit. The WSM/DDW follow-the-money case. And these are just some that come right off the top of my head. I just need a publisher to provide me an advance I can live off while I write it!
There were a very few people on the forums who identified as female (obvs anyone can be anyone on a dark web forum) and there have been one or two arrests of women in relation to dark web child pornography. Peter Scully's female assistant who carried out some of the torture was originally one of his victims, turned into a sadist.
What’s the one lingering unanswered question you have about SR? I am hanging out for Joel Ellingson to go to trial so that I can find out once and for all whether redandwhite, lucydrop and Tony76 are one and the same person.
There are several people who I got to "know" by their handles who I wonder about from time to time, but mostly I hope they are safe and well and i don't want to track them down or expose them
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Eileen, I am fangirling PRE-TTY hard right now. Talking SR and Tony76 with you is how I imagine it feels to talk to a royal correspondent about Prince Andrew 😅 Ellingson being all three would be a very neat end to an otherwise insane story. Part of me wants to pin Oracle in with that trio too but that’s mostly a desperate attempt from me to add another layer to the madness. I miss the twists and turns that came with the rise and fall of SR. From your own experience - would you agree with the idea that more than one person staffed the DPR account? Thanks for the reply! Ha! You have no idea what it is like when I find someone who really knows about this stuff and can have informed conversations about it. I latch onto them and don't let go. The very BEST was meeting up with DPR's three deputies (SSBD in Australia, Inigo in US and Libertas in Ireland) so I could actually have conversations with people who knew more than I did! Variety Jones was cool too, but the conversation couldn't flow too freely thanks to him being incarcerated in Bangkok prison at the time.
I think others sometimes posted from the forum account, but Ulbricht kept a vice-like grip on his market account
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I can imagine it’s so satisfying and exciting to get those tidbits of info that piece the jigsaw together. The bedlam that played out over the forum in the aftermath was a cloud of paranoia and adrenaline that kept me refreshing pages for days. Would love to hear accounts from SSBD, Inigo and Libertas from this time. One last question: what were your thoughts when the Chloe Ayling story first broke? I assumed it was a publicity stunt. I don't think that any more. I guess I can't blame her for milking her kidnapping for publicity in the aftermath, though I don't think she does herself any favors the way she goes about it sometimes
Sorry if this has been covered before but in your research, mainly related to child abuse, where are these children coming from? Children in their care/ family? Kidnapped? The vast majority of child abuse is carried out by someone within their social circle - family and acquaintances. However, the hurtcore stuff was often carried out in third world countries on orphans or where desperate families gave up their children to "benefactors" who they believed were going to provide food an education
What Casefile episodes have you written? I became obsessed with it and ripped through all the episodes and now nothing will fill that void. Thanks for your efforts! Casefile – the murder of Amy Allwine
Casefile – Blue Skies, Black Death
Casefile – Ella Tundra
Casefile – Dnepropetrovsk Maniacs
Casefile – Motown Murders
Casefile – Rebecca Schaeffer
Casefile – Sian Kingi
Casefile – John & Mark
Casefile – Shauna Howe
Casefile – Chloe Ayling
Casefile – Johnny Altinger
Casefile – Killer Petey
Casefile – The Santa Claus Bank Robbery
Casefile – Martha Puebla
Casefile – Leigh Leigh
Is there any way parents can keep their kids safe from this without being helicopter parents? I'll cut'n'paste a response i gave to someone else about this, because it was something that really stuck out to me:
The one thing I found really interesting when I was lurking the forums of the child predators was their frustration about how children are now taught from a very young age that certain touching and acts are wrong and that they shouldn't keep certain secrets. It came up over and over again that they could not abuse certain children because they knew those children had someone they would tell. It was pretty clear that education was a child's best defence against getting abused. Kids who speak up and who have close relationships with one or more people they are likely to confide in
What does it take in terms of degrees and experience to get into this business? Nothing official. I was a lawyer, but that had no bearing on what I do now (I did corporate law). I didn't have any official credentials when I began as a freelance journalist, though later I got a diploma of professional writing and editing. Anyone can be an author, provided they can write
If you could take a guess from your findings, what would be some speculative statistics on these abuse/torture sites? How many people (tens of thousands?) are involved? Do they generally come from the same places in the world or are they seemingly geographically random (based on victim ethnicity, or language spoken, perhaps)... what are some quantifying stats to wrap our heads around how prevalent this shit is? Most dark web users come from western countries, just because infrastructure supports it. The sites often have tens of thousands of registered users, but a lot of them would be people for whom curiosity got the better of them and who signed up then left. Active users more like in the thousands, hyper-active users the hundreds.
One of the things that makes life difficult for law enforcement is that most of these sites don't operate on a commercial basis - people aren't making money from them, so there is no cryptocurrency chain to follow. They operate on a sharing basis and to get access to the more private parts of the sites, a user has to upload "fresh" material and/or prove they are actively abusing a child. Hurt2theCore used to get users to have the children hold up signs or have the site name or a username written on their bodies with a marker. This stopped law enforcement from getting access to those parts (like the "producers lounge") of the sites unless they were able to take over an account of a user who already had access. Even then, the rules of the hurtcore sites would require constant new proof in order to maintain access.
Some sites allowed people to buy access, such as one called "Welcome to Video" and then were taken down by law enforcement carrying out blockchain analysis of the Bitcoin transaction that led to the owner when they cashed out to fiat without moneylaundering precautions
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Do you think LE uses deep fakes to simulate a picture to gain access? Is that possible? It is definitely possible, but I don't know whether they are doing it as they are understandably secretive about their methods. I know it is deeply problematic, as even fake child porn is still illegal (even cartoon stuff, including some Hentai in some countries). But they have used questionable methods before, most notably running the dark web's largest site, Playpen, for over a year in order to identify contact offenders
the below is another reply to the original answer
Am I hearing you that many people are NOT doing this for financial gain? Just to do it and share it?? Child exploitation, yes, it is mostly a sharing community. Some people make some money out of it, but it is not like drugs where a lot of people are making a LOT of money
On the subject of abused kids... did you ever help the kids in any way? I never met any of the kids. I never saw any of the photos and videos. I don't know who any of the kids are.
Daisy has been taken into care and her identity changed. I hope she is doing okay
What exactly does the dark web look like? You hear about it often, but don’t know if it looks like Google Chrome, Safari, or just a page full of code. It looks like a normal browser and operates just like a normal browser. It's just that it can access sites that your normal browser can't.
e.g. http://thehub5himseelprs44xzgfrb4obgujkqwy5tzbsh5yttebqhaau23yd.onion/index.php is the URL of a dark web forum. If you plug it into your normal browser you will get an error. If you plug it into the Tor browser you will get the registration page for The Hub
How do you keep yourself from hating all humanity? I am happy to report that, even on the dark web, the good people outnumber the bad
Hi! First off I'd like to say that I find what you do quite fascinating and would love to do something like that in the future. My question is in regards to art and other forms of artistic expression on the dark web. Is it true that the dark web is a place where you can also find awesome things such as art and literature? Not really, because all that stuff is readily available on the clearweb. There are sites like the Imperial Library of Trantor, which is a pirate site for books, where you can read thousands of books for free, but that's really no different to The Pirate Bay. Some people share their LSD art, but again, nothing you won't find on the clearweb
submitted by 500scnds to tabled [link] [comments]

Quick list of the most useful data resources in crypto

Compiled by the Messari Research team:
Dune Analytics - provides a number of pre-set sector and project specific dashboards on key metrics needed to assess the health of the industry. Create custom dashboards with SQL by directly querying the Ethereum blockchain.
Nansen - On-chain analysis providing various sector and project specific dashboards. Specifically useful for tracking behavior of specific ERC-20 movements from exchanges, unique addresses and large holders.
Token Terminal - Great for comparing traditional financial metrics like revenue generated by various protocols. Useful for generating relative valuation comparisons.
DeFi Pulse - DeFi Pulse’s Total Value Locked (TVL) metric has become the de facto approximation of the size of DeFi, calculated by summing all collateral locked in a given protocol.
Etherscan - Ethereum’s tried and true block explorer. Use cases include checking the status of current on-chain transactions, looking through historical transactions, viewing top holders of a certain token, and monitoring gas fees.
CoinMetrics - Broad range of on-chain, price, volume, mining, and supply data points for almost all major blockchains.
Glassnode - Multi-purpose data provider offering an array of charts and dashboards like “whale watching” chart that shows the number of addresses holding more than 1,000 BTC.
IntotheBlock - Another on-chain/market analytics tool great for conducting due diligence. Offers unique charts that show, for example, order book market depth.
Skew - The place for derivative data across bitcoin and ethereum futures and options, useful for analyzing crypto market structure during stress tests like Black Thursday.
Messari - The core screener tools allow me to keep up with short and long term price movements. The reports we’ve compiled are also great for tracking leading crypto funds.
The charting tool is great for tracking year-to-date performance:
More on using each resource here
submitted by CryptigoVespucci to ethereum [link] [comments]

Liquid CAD: Canadian dollar payments on the Liquid Sidechain

Hello fellow Canadian bitcoiners or bitcoinca! You will find below all the information related to the launch of Liquid CAD and Bull Bitcoin's Liquid Bitcoin integration. I'll be checking comments here to answer your questions! I'm also posting some comments on my announcement tweet here: https://twitter.com/francispouliot\_/status/1245758698120605697?s=20

Making the Canadian Dollar Bleed Into Bitcoin

Building the infrastructure for the Bitcoin Standard in Canada before the collapse of fiat currencies is the critical mission objective that drives innovation at Bull Bitcoin.
We are very excited to announce an important milestone in fulfilling this duty: the public release of Liquid CAD, our newest product designed to accelerate and facilitate the adoption of Bitcoin.
Liquid CAD is a non-custodial prepaid payment system denominated in Canadian dollars. Units of Liquid CAD (L-CAD) consist of vouchers issued on the Liquid Network as confidential bearer assets that can be transacted peer-to-peer using a Liquid wallet.
Users acquire Liquid CAD by withdrawing their account balance out of Bull Bitcoin, by purchasing Liquid CAD with Bitcoin on Bull Bitcoin, by using the Liquid CAD withdrawal method on other Bitcoin liquidity providers such as Aquanow or by accepting L-CAD as method of payment.
L-CAD assets can only be redeemed for Bitcoin. They cannot be redeemed for a fiat currency payment.
Liquid CAD is a unique project rethinking the concept of fiat-pegged assets, avoiding the banking business model of “fiatcoin” (aka stablecoins) in favor of a prepaid payments model entirely centred around Bitcoin on-ramp and off-ramp. Liquid CAD is not a currency, nor is it a security: it is a prepaid card.
Importantly, the business model of Liquid CAD is not to collect interest on funds in our custody, unlike fiatcoins, but rather to drive the sales of Bitcoin from which we derive our revenue and we benefit from Liquid CAD assets being cashed out and thus removed from our balance sheet. Bull Bitcoin does not get any revenue from interest.
Every time an L-CAD token is purchased by a user, the amount of dollars deposited on Bull Bitcoin is guaranteed to one day be used by someone to purchase Bitcoin. It’s a one-way street: once a unit of fiat is tokenized as L-CAD, it’s never going back to its off-chain fiat form and will ultimately result in a buy order on a Bitcoin trading platform.
The Liquid CAD logo is a drop of blood because our objective is to accelerate “fiat bleed”, a phenomenon best described by Pierre Rochard in his magnificent essay Speculative Attack:
“Bitcoin will not be eagerly adopted by the mainstream, it will be forced upon them. Forced, as in “compelled by economic reality”. People will be forced to pay with bitcoins, not because of ‘the technology’, but because no one will accept their worthless fiat for payments. Contrary to popular belief, good money drives out bad. This “driving out” has started as a small fiat bleed. It will rapidly escalate into Class IV hemorrhaging due to speculative attacks on weak fiat currencies. The end result will be hyperbitcoinization, i.e. “your money is no good here. Bitcoins are not just good money, they are the best money. The Bitcoin network has the best monetary policy and the best brand. We should therefore expect that bitcoins will drive out bad, weak currencies. My own prediction is that slow bleed has been accelerating and is only the first step. The second step will be speculative attacks that use bitcoins as a platform. The third and final step will be hyperbitcoinization.”
Different representations of Canadian dollars compete to be used as payment methods (cash, bank balances, PayPal balances, closed-loop prepaid cards, open-loop prepaid cards, etc.) and that the winner will be the one that has the best Bitcoin saleability, i.e. which can be most easily sold for Bitcoin at a moment’s notice.
We’re very proud to provide this alternative payment method to Canadians in a time where the banking system is falling deeper into crisis, especially as the Canadian dollar is demonstrating itself to be one of the most pointless and weakest currencies that nobody really wants to hold.
Finally, we’re very happy to be partnering with Aquanow, our recommended institutional liquidity provider for high-volume BTC-CAD trading. They will accept Liquid CAD deposits and withdrawals as being interchangeable with Canadian dollars. We hope that Liquid CAD will become the standard representation of Canadian dollar value among Canadian Bitcoin users.

Liquid Bitcoin (L-BTC) integration

In addition to Liquid CAD, Bull Bitcoin is also announcing that Liquid Bitcoin (L-BTC) payments are now supported interchangeably with Bitcoin transactions for all Bull Bitcoin services. This means that our users can buy, sell and spend L-BTC instead of BTC.
Canadian Bitcoin traders can purchase L-BTC from BullBitcoin.com and fund their international trading accounts with L-BTC using ultra fast and cheap confidential transactions. They can also cash-out their Bitcoin balance as L-BTC from these platforms and sell those L-BTC for fiat on Bylls.com, avoiding risky and expensive international wire transfers to unknown and untrusted foreign banks.
The transactional benefits of L-BTC are very potent:
Disclaimer: Liquid Bitcoin (L-BTC) is not the same as Bitcoin (BTC). L-BTC Liquid Network assets are IOUs for Bitcoin held in a multisignature contract by the Liquid Network federation. The custody of the underlying Bitcoin is managed by a decentralized network of 15 members which process transactions and withdrawals from the multisignature contract according to the Liquid Federation protocol rules.

Liquid CAD detailed overview

Peer-to-peer prepaid payments by Bull Bitcoin

Liquid CAD is a non-custodial prepaid payment system denominated in Canadian dollars. Units of Liquid CAD (L-CAD) consist of vouchers issued on the Liquid Network as confidential bearer assets that can be transacted peer-to-peer using a Liquid wallet. Users acquire Liquid CAD by withdrawing their account balance out of the Bull Bitcoin, by purchasing Liquid CAD with Bitcoin on Bull Bitcoin, by using the Liquid CAD withdrawal method on other Bitcoin liquidity providers such as Aquanow or by accepting L-CAD as method of payment.

A new payment method in Canada

Liquid CAD can be used by anyone to send and receive payments denominated in Canadian dollars. Because of the permissionless nature of the Liquid Network, Bull Bitcoin cannot prevent Liquid CAD from being traded on secondary markets. Merchants, individuals and institutions must accept that only Bull Bitcoin can guarantee redemption of the L-CAD and that this redemption will be exclusively paid out in Bitcoin. Accepting Liquid CAD as payment is, in effect, the same as accepting gift cards as payment. However, Bitcoin being the most liquid commodity on the market, it can be transformed into any other currency easily for example using services such a Bylls which allow Canadians to pay all their utility bills, send bank transfers to third parties or sell Bitcoin to their bank account.

Making Canadian dollars bleed into Bitcoin

The purpose of Liquid CAD is to facilitate the transfer fiat in the context of the purchase and sale of Bitcoin and providing innovative new services that help Bitcoin users hedge the value of Canadian dollars against Bitcoin in the context of their commercial transactions. Our goal is to create a payment method that is specifically targeting Bitcoin users that wish to liquidate Canadian dollar payments for Bitcoin. Our mission is to accelerate the phenomenon known as “fiat bleed” whereby Canadians will gradually abandon inferior money (such as the Canadian dollar) for the superior Bitcoin alternative. Every Liquid CAD issued will ultimately be exchanged into Bitcoin. We are excited for the day Liquid CAD will be made obsolete by the inevitable hyperbitcoinization of the Canadian economy.

Regulation: is Liquid CAD a stablecoin?

Liquid CAD is not a general-purpose “stablecoin”. It is a closed-loop Bitcoin prepaid card. It can exclusively be redeemed for Bitcoin on the Bull Bitcoin platform (or at affiliated merchants). Bull Bitcoin is the only counterparty, and it cannot be redeemed for a canadian dollar payment. It is substantively the same as Canadian Tire money. Unlike stablecoins, Bull Bitcoin makes money with L-CAD by driving the sales of Bitcoin on its platform, and doesn’t collect interest on the deposits of Liquid CAD users.
The purchase of Liquid CAD with Canadian dollars is regulated in the Province of Quebec as a prepaid card under the Consumer Protection Act and the Regulation respecting the application of the Consumer Protection Act Consumer Protection Act which define a prepaid card as “a certificate, card or other medium of exchange that is paid in advance and allows the consumer to acquire goods or services from one or more merchants”.
The purchase of Bitcoin using Liquid CAD is regulated in Canada by the Financial Transactions and Reports Analysis Centre of Canada under the Proceeds of Crime (Money Laundering) and Terrorist Financing Act (S.C. 2000, c. 17).

Counterparty risk

Like all other closed-loop prepaid instruments, Liquid CAD has counterparty risk. The owners are trusting that they will eventually be able to use Liquid CAD as a payment method on the Bull Bitcoin platform to fund their account and purchase Bitcoin. When a Bull Bitcoin user withdraws his Bull Bitcoin account balance as an L-CAD token, the Canadian dollars he used to fund this balance remains in our possession in the same manner as regular Bull Bitcoin vouchers. These funds are used to execute Bitcoin purchases when L-CAD owners decide to redeem their L-CAD for Bitcoin. In essence, each L-CAD is “backed” by the Canadian dollar deposit of the user that withdraws it from the platform in the first place.

Benefits of using and accepting Liquid CAD for payments

Irreversible, non-custodial and no bank required

Liquid CAD payments cannot be charged back, cancelled, delayed or frozen. There is no intermediary between the sender and the recipient. It is a bearer asset: whoever owns the keys owns the coins. It is a perfect way to accept payments or transact securely without depending on banks and payment processors. Canadians can use Liquid CAD to purchase Bitcoin and then use Bylls.com to pay billers, personal payees or simply sell Bitcoin to their bank account.

Fast transaction and cheap fees

Liquid Network transactions are sent and received instantly and require 1 minute for settlement. Transaction fees paid using Liquid Bitcoin can be as low as 300 satoshis per transaction (a few cents). In order to benefit from these cheap fees, make sure to download the latest version of the Elements software and ensure that the minimum transaction fee is set at 100 satoshis per kilobye. It only takes a few minutes to set up a free Liquid Network wallet, such a Green Wallet by blockstream.

Confidential transactions

Unlike Bitcoin, transactions between the sender and the recipient are encrypted. It is impossible for third parties observing Liquid CAD transactions on a block explorer to determine the amount of the transaction. In addition, it’s also impossible to even know you are using Liquid CAD, since the data identifying the asset itself is also encrypted!

What are the use-cases of Liquid CAD?

Buying and selling Bitcoin

The primary use-case of Liquid CAD is to make it easier to buy and sell Bitcoin on the Bull Bitcoin platform. By withdrawing their balance from Bull Bitcoin, users are reducing some (but not all) of the custody risk associated with keeping fiat currency on an exchange. For example, use Liquid CAD to create your own non-custodial dollar-cost-averaging schedule!

Onboarding new Bitcoin users

New users can be overwhelmed by the experience of dealing with banks to buy Bitcoin (and the heavier KYC process of account funding). You may be tempted to buy Bitcoin for them, but that will impose a lot of burdens on you. It’s much easier to set them up with a Green wallet, send them Liquid CAD and show them how to use Bull Bitcoin! They decide when is the right time for them to invest, with a lower KYC burden.

Hedging Bitcoin price

You may believe the price of Bitcoin will go down in the short term, but you still want to hold Bitcoin in the long term. Normally you have two options: short the Bitcoin price (very risky!) or sell your Bitcoin and receive Canadian dollars in your bank account (inconvenient!). By selling your Bitcoin for Liquid CAD, you can lock in the value of Bitcoin right now and buy them back later without needing to use your bank account or taking risks with leverage.

Accepting payments

As a merchant, you want to receive the settlement of payments in Bitcoin. But this imposes a burden on your customers, which have to deal with the Bitcoin price volatility when they are paying you. Ask your clients to pay you with Liquid CAD, and you can get the settlement with Bitcoin on your own terms.

Payroll and suppliers

What if your staff or suppliers want to get paid in Bitcoin? It can be very difficult, because this means you are effectively buying Bitcoin on their behalf. Instead, you can pay them in Liquid CAD and let them deal with the process of choosing the exchange rate and using their own wallet. Let them deal with the tax burden, exchange rates and Bitcoin wallet security.

List of Bull Bitcoin Liquid Network features

Withdraw account balance as L-CAD

This is conceptually the same as “buying” Liquid CAD with your account balance. We call it “Withdrawing L-CAD” because on the Bull Bitcoin platform, we consider L-CAD and CAD to be interchangeable and fungible.

Fund account balance with L-CAD

To redeem Liquid CAD for Bitcoin, users need to first fund their account by selecting the “Deposit L-CAD” payment method. Bull Bitcoin users must always fund their account first before buying Bitcoin, and then purchase Bitcoin with their account balances. Reminder: account balances cannot be withdraw as fiat payments, but can later be withdrawn again as L-CAD.

Sell Bitcoin for L-CAD

You can sell Bitcoin and receive Liquid CAD payments instead of a bill payment, personal payee payment or bank payment. As soon as the Bitcoin transaction is confirmed, the Liquid CAD transaction is sent to the address you provided.

Liquid Bitcoin (L-BTC) and Bitcoin interchangeability

For every service which involves a Bitcoin payment, the user can substitute traditional Bitcoin payments for Liquid Bitcoin payments. This includes:
***********************************
Original medium post: https://medium.com/@francispouliot/liquid-cad-canadian-dollar-payments-on-the-liquid-sidechain-f7e3309f8a5f
Official landing page: lcad.bullbitcoin.com
Application page: bullbitcoin.com/l-cad
submitted by FrancisPouliot to BitcoinCA [link] [comments]

WaykiChain (WICC) Monthly Report (September 2020)

WaykiChain (WICC) Monthly Report (September 2020)

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Technology & Products
Public Chain Development
· WASM AMPL contract debugging (100%)
· Research on WASM zero-knowledge proof anonymous transfer (50%)
· WASM Sushi contract coding (100%)
· WASM RPC iOS asynchronous library commissioning (100%)
· Verification of the signature push public key algorithm and testing its codability (C++, go) through RPC (100%)
· The new lock-up airdrop contract function: lock-up users can claim the unlocked assets by entering RegID (100%)
· Porting ASWAP contract to public chain 3.0, adding platform fee processing (100%)
· Optimization of Yield Farming contract reward distribution (100%)
· Optimization of Yield Farming contract penalty distribution mechanism (100%)
· Yield Farming contract testing (100%)
· Deployment and initial configuration of WICC and WGRT yield farming contracts and Wayki-X contract completed (100%)
· Ownership of issuance and transfer rights of the bottom-level token ROG transferred to Wayki-X contract (100%)
· The initial generation of ROG completed. 10.08M ROG entered the WICC pool, 2.52M ROG entered the WGRT pool (100%)
· The first 189,000 ROG was minted in Wayki-X contract for rewards by inflation (12.6M × 1.5%) (100%)
· Transfer of 70,000 ROG to AEX for Ecosystem Yield Farming completed (100%)
· WASM developer documentation: added detailed WASM table (Simplified Chinese) (100%)
· WASM developer documentation: added call of multiple contracts and multisignature transactions in WASM contract (Simplified Chinese) (100%)
Application Development
· Yield Farming back end API (100%)
· Yield Farming front end page optimization (100%)
· Yield Farming front end localization (100%)
· Yield Farming pre-release initial API docking (100%)
· Yield Farming application testing (100%)
· Yield Farming application release (100%)
· xUSD & ROG added to Instant in WaykiTimes Android (100%)
· Memory leak issue fixed in Instant in WaykiTimes (100%)
· Data loading error when swiping in Discover fixed in WaykiTimes (100%)
· Data display optimized in Getting Started in WaykiTimes
· UI debugging of several pages in WaykiTimes (100%)
· WaykiTimes 3.0.4 released (100%)
· WaykiTimes Help Center released (100%)
· WaykiTimes Getting Started released (100%)
· WaykiTimes remember password function released (100%)
· WaykiTimes iOS App Store version tested (100%)
· Google crash analysis and testing added to WaykiTimes Android (100%)
· Solved the data loading issue when swiping in Wayki-X Synths (100%)
· Wayki-X price feed delay fixed (100%)
· Amount issue in the plug-in wallet fixed (100%)
· Display error of release contract type of universal transactions fixed on the blockchain explorer (100%)
· WASM contract display specifications for the blockchain explorer completed (100%)
· Development of the Coinbase integration project (wicc-rosetta-api) (85%)
Plan for October
Public Chain Development
· Research on WASM zero-knowledge proof anonymous transfer
· Correction of ASWAP contract proof of liquidity token generation rules
· ASWAP contract testing
· Docking of ASWAP contract with third parties
· Continuous updating of coind RPC interface documentation
Application Development
· Trade — transaction details HTML5 page to native page transfer in WaykiTimes
· Development of the Coinbase integration project (wicc-rosetta-api)
Market
International Market
· On September 4, Russian volunteers opened the second WaykiChain Russian group in Telegram: https://t.me/waykichainrussian.
· On September 6, WaykiChain opened the official community in Discord: https://discord.gg/XyAkqa.
· On September 6, WaykiChain CTO Richard Chen was invited to the Blockchain + Innovative Service and Industrial Application Conference and the China Chamber of International Commerce Blockchain Innovation Service Industry Committee Establishment Conference as a member of the expert group.
· On September 11, the famous US blockchain TV program Exploring the Block tweeted about WaykiChain, showing it is optimistic about the future development of the integrated DeFi ecology of WaykiChain.
· On September 11, the famous business platform Yahoo Finance released WaykiChain project information and announced that WaykiChain CEO Gordon Gao gives an interview to NASDAQ MarketSite’s Jane King on September 12.
· At 7:00 PM EDT on September 12, world’s largest financial channel Bloomberg TV reported that WaykiChain CEO Gordon Gao was interviewed by Jane King of NASDAQ MarketSite. The interview aired on Fox Business Network at 10:30 PM EDT on September 14.
· On September 12, cryptocurrency Twitter account Crypto Catalog tweeted about WaykiChain, showing it is optimistic about the future development of the integrated DeFi ecology of WaykiChain.
· On September 13, DeFi List added WaykiChain governance token WGRT.
· On September 13, WaykiChain reached market cooperation with the Indian blockchain influencer Gmadvice who started to serve as WaykiChain community manager in India.
· On September 16, WaykiChain released “WaykiChain Launches Phoenix Yield Farming with WICC/WGRT Dual-pool for ROG Genesis Issuance” on Twitter. Up to September 21, the news hit 2,400+ retweets.
· On September 17, the cryptocurrency influencer DeFi List retweeted “WaykiChain Launches Phoenix Yield Farming with WICC/WGRT Dual-pool for ROG Genesis Issuance”.
· On September 18, WaykiChain reached strategic market cooperation with the Korean crypto influencer Pantera who will help WaykiChain establish a broad and strong consensus in Korea.
· On September 19, “WaykiChain Dual-pool ROG Yield Farming Korean Group” community established.
· On September 20, the influencer Crypto Wendy retweeted “WaykiChain Launches Phoenix Yield Farming with WICC/WGRT Dual-pool for ROG Genesis Issuance”.
· On September 21, 130+ Korean media outlets published “WaykiChain Launches Phoenix Yield Farming with WICC & WGRT Dual-pool for ROG Genesis Issuance”.
· On September 23, WaykiChain co-founder and CEO Gordon Gao was invited to an AMA session with ICO Pantera Group, Korea’s top Telegram group (stats by u/combot), where he shared his insights into DeFi with 4,000+ Korean users and introduced WaykiChain’s ROG Genesis Yield Farming.
· On September 24, WaykiChain tweeted “ROG Genesis Yield Farming FAQ” and “Leave your question/problem toward WaykiTimes/Wayki-X/ROG Genesis Yield Farming in the Google forms below to share 800 WICC Giveaway!”, the number of engagements is 1,500+.
· On September 24, WaykiChain global partner Vincent Lionheart was invited to an AMA session to D’va Community.
· On September 24, The Business Telegraph, Bitcoin Garden, and other media published “WaykiChain Launches Phoenix Yield Farming with WICC & WGRT Dual-pool”.
· On September 24, WaykiChain tweeted the ROG Genesis Yield Farming Countdown. The news hit 1,000+ retweets.
· On September 25, ROG Genesis Yield Farming news was the day’s hit in Korea with 5,000+ views on Korean cryptocurrency forums.
National Market
· On September 1, CoinTiger listed WaykiChain governance token WGRT and opened the WGRT/USDT pair. WGRT net buy & hold competition started and the CoinTiger community joined a series of WGRT-themed challenges.
· On September 1, WaykiChain governance token WGRT successfully mapped to Ethereum and ERC-20 WGRT was created. The world’s largest DEX Uniswap officially supported it and listed the WGRT/USDT pair.
· On September 2, WaykiChain Strategic Analyst Jing Tao gave the speech “WGRT Dragon, Fly, Tiger, and Leap: Community Governance Upstart” to the MXC community and distributed 3 gold bars to the event participants.
· On September 7, WaykiChain Strategy Analyst Jing Tao attended [This Is Coin Coffee] live DeFi contest co-sponsored by Coinka, fogwu.com, and tuoniaox.com. WEDEX founder & CEO, Loopring co-founder Chen Xiaoliang and ChainNews Research Director Pan Zhixiong joined the event.
· On September 9, Gate.io selected WaykiChain governance token WGRT for the Listing Vote. Each voter had a chance to share an airdrop of 420,875.43 WGRT. WGRT passed the voting with 53,293,775 votes and was successfully listed on Gate.io.
· On September 10, WGRT/USDT trading pair and WGRT withdrawals opened on Gate.io.
· On September 10, WaykiChain released WaykiChain Governance Token WGRT Information and Addresses. The team announced that before July 1, 2021, WGRT circulating supply will be strictly controlled at 10% of the total supply, or 2.1 billion.
· On September 9 to 11, WaykiChain was invited to IoT World China & 5G China along with 400+ exhibitors including Huawei, Baidu, and Tencent. WaykiChain demonstrated the integrated public chain DeFi ecosystem that will help China’s digital construction.
· On September 11, WaykiChain Strategy Analyst Jing Tao was invited to the Bepal community and shared the speech “WaykiChain Governance Token WGRT: Accumulation and Breakout”. WaykiChain airdropped 3,000 WGRT and cash red envelopes to the Bepal community members.
· On September 12, WaykiChain Technology & Development Manager Yuanhang Xiao and Strategy Analyst Jing Tao introduced [New WaykiChain DeFi Product: Decentralized Synthetic Asset Issuance Protocol Wayki-X] in the official WaykiChain yizhibo account. During the live broadcast, WaykiChain distributed pure gold bars and branded gifts to lucky users.
· On September 13, WaykiChain co-founder & CEO Gordon Gao and Overseas Director Qiyuan Mei shared the speech “WaykiChain Opens the Era of Integrated DeFi Public Chains” in the Gate.io live broadcast room. Gate.io CPO Jiuer was the broadcast host. The guests explained WaykiChain’s DeFi strategy and revealed the launch of Yield Farming.
· On September 15, WaykiChain CEO Gordon Gao and BTC38 co-founder Tianwei Huang held the live stream titled “Eight Questions to Explain DeFi Trends and Opportunities” in yizhibo. The hosts analyzed the status and trends of DeFi, discussed DeFi deployment by public chains and exchanges, and new opportunities in synthetic asset trading. WaykiChain distributed pure gold bars and branded gifts to lucky viewers of the stream.
· On September 16, WaykiChain Strategy Analyst Jing Tao shared the speech titled “WaykiChain’s Integrated DeFi Ecosystem Layout” as the guest of btcmoney.cc.
· On September 18, Bying community invited WaykiChain Strategy Analyst Jing Tao to share the speech “New DeFi Opportunity: Phoenix Yield Farming”. WaykiChain held a WICC airdrop for Bying community members.
· On September 18, WaykiChain published the article “No Pre-mining, ICO, or Reserve! WaykiChain Launches Dual-pool Phoenix Yield Farming”.
· On September 19, WaykiChain published the article “Chapter 1. The Financial Innovation of Blockchain Reformation. The Origin, Logic, and Value of WaykiChain ROG” introducing the background of ROG, the operation mechanism of the decentralized synthetic asset system Wayki-X, and the value foundation of ROG in detail.
· On September 23, “No Pre-mining, ICO, or Reserve! WaykiChain ROG Genesis Farming and Early Release Guide” was released across Chinese media.
· On September 24, WaykiChain CEO Gordon Gao, CTO Richard Chen, and CPO Xi Zhang held a joint live stream on yizhibo explaining the future planning of WaykiChain decentralized synthetic asset issuance protocol Wayki-X, ROG, and WaykiChain DeFi in terms of business model, technology, and products. WaykiChain distributed 1 pure gold bar and 6 branded gifts to the lucky stream viewers.
· On September 24, Gate.io and WaykiChain launched the WGRT Investment Competition. The prizes are a BMW G 310 R motorcycle, a 13” MacBook Pro, a 10.2” iPad, 17 pure gold bars and 99,000 WGRT.
· On September 25, various Chinese media released “Wayki-X 101: WaykiChain Decentralized Synthetic Asset Protocol” introducing the functions and mechanism of the decentralized synthetic asset issuance protocol Wayki-X and the value of its token ROG in detail.
· On September 25, WaykiChain launched the “Looking for the Genesis Prophet” community event. The winners received 10 branded gifts.
· On September 25, WaykiChain ROG Genesis Yield Farming launched. WICC and WGRT pool quotas (5 million and 25 million, respectively) were full within just one hour.
· On September 25, WaykiChain reached ecosystem partnership with AEX. AEX became the first platform to join ROG Ecosystem Yield Farming.
· On September 25, WaykiChain partnered with Bying wallet. ROG Genesis Yield Farming is available in Bying wallet.
· On September 26, ROG, the main token of WaykiChain’s decentralized synthetic asset issuance protocol Wayki-X, was listed on AEX. ROG/USDT trading pair is available.
· On September 26, WaykiChain CEO Gordon Gao gave lectures “DeFi Financial Principles and Commercial Applications” and “DeFi Industry Panoramic Scan” at The First Offline Practical Training Camp of Hash Power University, Shanghai Station. Participants included Ontology founder Jun Li, Chainlink Labs — China Head Philip Fei, Digital Renaissance Foundation Managing Director Cao Yin, and Waterdrip Capital founding partner Zheng Yushan.
· On September 28, WaykiChain co-founder and CEO Gordon Gao was a guest at Hash Power Knowledge Base Private Meeting, Shenzhen Station where he shared the speech titled “Feasible Ways of DeFi Application Popularization”. Other guests included Ontology founder Jun Li, DeBank founder and CEO Tang Hongbo, and Huobi Research Chief Technical Researcher Tianyuan Ma.
submitted by Waykichain to WICCProject [link] [comments]

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

Syscoin Platform’s Great Reddit Scaling Bake-off Proposal

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We are excited to participate and present Syscoin Platform's ideal characteristics and capabilities towards a well-rounded Reddit Community Points solution!
Our scaling solution for Reddit Community Points involves 2-way peg interoperability with Ethereum. This will provide a scalable token layer built specifically for speed and high volumes of simple value transfers at a very low cost, while providing sovereign ownership and onchain finality.
Token transfers scale by taking advantage of a globally sorting mempool that provides for probabilistically secure assumptions of “as good as settled”. The opportunity here for token receivers is to have an app-layer interactivity on the speed/security tradeoff (99.9999% assurance within 10 seconds). We call this Z-DAG, and it achieves high-throughput across a mesh network topology presently composed of about 2,000 geographically dispersed full-nodes. Similar to Bitcoin, however, these nodes are incentivized to run full-nodes for the benefit of network security, through a bonded validator scheme. These nodes do not participate in the consensus of transactions or block validation any differently than other nodes and therefore do not degrade the security model of Bitcoin’s validate first then trust, across every node. Each token transfer settles on-chain. The protocol follows Bitcoin core policies so it has adequate code coverage and protocol hardening to be qualified as production quality software. It shares a significant portion of Bitcoin’s own hashpower through merged-mining.
This platform as a whole can serve token microtransactions, larger settlements, and store-of-value in an ideal fashion, providing probabilistic scalability whilst remaining decentralized according to Bitcoin design. It is accessible to ERC-20 via a permissionless and trust-minimized bridge that works in both directions. The bridge and token platform are currently available on the Syscoin mainnet. This has been gaining recent attention for use by loyalty point programs and stablecoins such as Binance USD.

Solutions

Syscoin Foundation identified a few paths for Reddit to leverage this infrastructure, each with trade-offs. The first provides the most cost-savings and scaling benefits at some sacrifice of token autonomy. The second offers more preservation of autonomy with a more narrow scope of cost savings than the first option, but savings even so. The third introduces more complexity than the previous two yet provides the most overall benefits. We consider the third as most viable as it enables Reddit to benefit even while retaining existing smart contract functionality. We will focus on the third option, and include the first two for good measure.
  1. Distribution, burns and user-to-user transfers of Reddit Points are entirely carried out on the Syscoin network. This full-on approach to utilizing the Syscoin network provides the most scalability and transaction cost benefits of these scenarios. The tradeoff here is distribution and subscription handling likely migrating away from smart contracts into the application layer.
  2. The Reddit Community Points ecosystem can continue to use existing smart contracts as they are used today on the Ethereum mainchain. Users migrate a portion of their tokens to Syscoin, the scaling network, to gain much lower fees, scalability, and a proven base layer, without sacrificing sovereign ownership. They would use Syscoin for user-to-user transfers. Tips redeemable in ten seconds or less, a high-throughput relay network, and onchain settlement at a block target of 60 seconds.
  3. Integration between Matic Network and Syscoin Platform - similar to Syscoin’s current integration with Ethereum - will provide Reddit Community Points with EVM scalability (including the Memberships ERC777 operator) on the Matic side, and performant simple value transfers, robust decentralized security, and sovereign store-of-value on the Syscoin side. It’s “the best of both worlds”. The trade-off is more complex interoperability.

Syscoin + Matic Integration

Matic and Blockchain Foundry Inc, the public company formed by the founders of Syscoin, recently entered a partnership for joint research and business development initiatives. This is ideal for all parties as Matic Network and Syscoin Platform provide complementary utility. Syscoin offers characteristics for sovereign ownership and security based on Bitcoin’s time-tested model, and shares a significant portion of Bitcoin’s own hashpower. Syscoin’s focus is on secure and scalable simple value transfers, trust-minimized interoperability, and opt-in regulatory compliance for tokenized assets rather than scalability for smart contract execution. On the other hand, Matic Network can provide scalable EVM for smart contract execution. Reddit Community Points can benefit from both.
Syscoin + Matic integration is actively being explored by both teams, as it is helpful to Reddit, Ethereum, and the industry as a whole.

Proving Performance & Cost Savings

Our POC focuses on 100,000 on-chain settlements of token transfers on the Syscoin Core blockchain. Transfers and burns perform equally with Syscoin. For POCs related to smart contracts (subscriptions, etc), refer to the Matic Network proposal.
On-chain settlement of 100k transactions was accomplished within roughly twelve minutes, well-exceeding Reddit’s expectation of five days. This was performed using six full-nodes operating on compute-optimized AWS c4.2xlarge instances which were geographically distributed (Virginia, London, Sao Paulo Brazil, Oregon, Singapore, Germany). A higher quantity of settlements could be reached within the same time-frame with more broadcasting nodes involved, or using hosts with more resources for faster execution of the process.
Addresses used: 100,014
The demonstration was executed using this tool. The results can be seen in the following blocks:
612722: https://sys1.bcfn.ca/block/6d47796d043bb4c508d29123e6ae81b051f5e0aaef849f253c8f3a6942a022ce
612723: https://sys1.bcfn.ca/block/8e2077f743461b90f80b4bef502f564933a8e04de97972901f3d65cfadcf1faf
612724: https://sys1.bcfn.ca/block/205436d25b1b499fce44c29567c5c807beaca915b83cc9f3c35b0d76dbb11f6e
612725: https://sys1.bcfn.ca/block/776d1b1a0f90f655a6bbdf559ff5072459cbdc5682d7615ff4b78c00babdc237
612726: https://sys1.bcfn.ca/block/de4df0994253742a1ac8ac9eec8d2a8c8b0a6d72c53d6f3caa29bb6c171b0a6b
612727: https://sys1.bcfn.ca/block/e5e167c52a9decb313fbaadf49a5e34cb490f8084f642a850385476d4ef10d70
612728: https://sys1.bcfn.ca/block/ab64d989edc71890e7b5b8491c20e9a27520dc45a5f7c776d3dae79057f59fe7
612729: https://sys1.bcfn.ca/block/5e8b7ecd0e36f99d07e4ea6e135fc952bf7ec30164ab6f4d1e98b0f2d405df6d
612730: https://sys1.bcfn.ca/block/d395df3d31dde60bbb0bece6bd5b358297da878f0beb96be389e5f0e043580a3
It is important to note that this POC is not focused on Z-DAG. The performance of Z-DAG has been benchmarked within realistic network conditions: Whiteblock’s audit is publicly available. Network latency tests showed an average TPS around 15k with burst capacity up to 61k. Zero-latency control group exhibited ~150k TPS. Mainnet testing of the Z-DAG network is achievable and will require further coordination and additional resources.
Even further optimizations are expected in the upcoming Syscoin Core release which will implement a UTXO model for our token layer bringing further efficiency as well as open the door to additional scaling technology currently under research by our team and academic partners. At present our token layer is account-based, similar to Ethereum. Opt-in compliance structures will also be introduced soon which will offer some positive performance characteristics as well. It makes the most sense to implement these optimizations before performing another benchmark for Z-DAG, especially on the mainnet considering the resources required to stress-test this network.

Cost Savings

Total cost for these 100k transactions: $0.63 USD
See the live fee comparison for savings estimation between transactions on Ethereum and Syscoin. Below is a snapshot at time of writing:
ETH price: $318.55 ETH gas price: 55.00 Gwei ($0.37)
Syscoin price: $0.11
Snapshot of live fee comparison chart
Z-DAG provides a more efficient fee-market. A typical Z-DAG transaction costs 0.0000582 SYS. Tokens can be safely redeemed/re-spent within seconds or allowed to settle on-chain beforehand. The costs should remain about this low for microtransactions.
Syscoin will achieve further reduction of fees and even greater scalability with offchain payment channels for assets, with Z-DAG as a resilience fallback. New payment channel technology is one of the topics under research by the Syscoin development team with our academic partners at TU Delft. In line with the calculation in the Lightning Networks white paper, payment channels using assets with Syscoin Core will bring theoretical capacity for each person on Earth (7.8 billion) to have five on-chain transactions per year, per person, without requiring anyone to enter a fee market (aka “wait for a block”). This exceeds the minimum LN expectation of two transactions per person, per year; one to exist on-chain and one to settle aggregated value.

Tools, Infrastructure & Documentation

Syscoin Bridge

Mainnet Demonstration of Syscoin Bridge with the Basic Attention Token ERC-20
A two-way blockchain interoperability system that uses Simple Payment Verification to enable:
  • Any Standard ERC-20 token to be moved from Ethereum to the Syscoin blockchain as a Syscoin Platform Token (SPT), and back to Ethereum
  • Any SPT to be moved from Syscoin to the Ethereum blockchain as an ERC-20 token, and back to Syscoin

Benefits

  • Permissionless
  • No counterparties involved
  • No trading mechanisms involved
  • No third-party liquidity providers required
  • Cross-chain Fractional Supply - 2-way peg - Token supply maintained globally
  • ERC-20s gain vastly improved transactionality with the Syscoin Token Platform, along with the security of bitcoin-core-compliant PoW.
  • SPTs gain access to all the tooling, applications and capabilities of Ethereum for ERC-20, including smart contracts.
https://preview.redd.it/l8t2m8ldh8e51.png?width=1180&format=png&auto=webp&s=b0a955a0181746dc79aff718bd0bf607d3c3aa23
https://preview.redd.it/26htnxzfh8e51.png?width=1180&format=png&auto=webp&s=d0383d3c2ee836c9f60b57eca35542e9545f741d

Source code

https://github.com/syscoin/?q=sysethereum
Main Subprojects

API

Tools to simplify using Syscoin Bridge as a service with dapps and wallets will be released some time after implementation of Syscoin Core 4.2. These will be based upon the same processes which are automated in the current live Sysethereum Dapp that is functioning with the Syscoin mainnet.

Documentation

Syscoin Bridge & How it Works (description and process flow)
Superblock Validation Battles
HOWTO: Provision the Bridge for your ERC-20
HOWTO: Setup an Agent
Developer & User Diligence

Trade-off

The Syscoin Ethereum Bridge is secured by Agent nodes participating in a decentralized and incentivized model that involves roles of Superblock challengers and submitters. This model is open to participation. The benefits here are trust-minimization, permissionless-ness, and potentially less legal/regulatory red-tape than interop mechanisms that involve liquidity providers and/or trading mechanisms.
The trade-off is that due to the decentralized nature there are cross-chain settlement times of one hour to cross from Ethereum to Syscoin, and three hours to cross from Syscoin to Ethereum. We are exploring ways to reduce this time while maintaining decentralization via zkp. Even so, an “instant bridge” experience could be provided by means of a third-party liquidity mechanism. That option exists but is not required for bridge functionality today. Typically bridges are used with batch value, not with high frequencies of smaller values, and generally it is advantageous to keep some value on both chains for maximum availability of utility. Even so, the cross-chain settlement time is good to mention here.

Cost

Ethereum -> Syscoin: Matic or Ethereum transaction fee for bridge contract interaction, negligible Syscoin transaction fee for minting tokens
Syscoin -> Ethereum: Negligible Syscoin transaction fee for burning tokens, 0.01% transaction fee paid to Bridge Agent in the form of the ERC-20, Matic or Ethereum transaction fee for contract interaction.

Z-DAG

Zero-Confirmation Directed Acyclic Graph is an instant settlement protocol that is used as a complementary system to proof-of-work (PoW) in the confirmation of Syscoin service transactions. In essence, a Z-DAG is simply a directed acyclic graph (DAG) where validating nodes verify the sequential ordering of transactions that are received in their memory pools. Z-DAG is used by the validating nodes across the network to ensure that there is absolute consensus on the ordering of transactions and no balances are overflowed (no double-spends).

Benefits

  • Unique fee-market that is more efficient for microtransaction redemption and settlement
  • Uses decentralized means to enable tokens with value transfer scalability that is comparable or exceeds that of credit card networks
  • Provides high throughput and secure fulfillment even if blocks are full
  • Probabilistic and interactive
  • 99.9999% security assurance within 10 seconds
  • Can serve payment channels as a resilience fallback that is faster and lower-cost than falling-back directly to a blockchain
  • Each Z-DAG transaction also settles onchain through Syscoin Core at 60-second block target using SHA-256 Proof of Work consensus
https://preview.redd.it/pgbx84jih8e51.png?width=1614&format=png&auto=webp&s=5f631d42a33dc698365eb8dd184b6d442def6640

Source code

https://github.com/syscoin/syscoin

API

Syscoin-js provides tooling for all Syscoin Core RPCs including interactivity with Z-DAG.

Documentation

Z-DAG White Paper
Useful read: An in-depth Z-DAG discussion between Syscoin Core developer Jag Sidhu and Brave Software Research Engineer Gonçalo Pestana

Trade-off

Z-DAG enables the ideal speed/security tradeoff to be determined per use-case in the application layer. It minimizes the sacrifice required to accept and redeem fast transfers/payments while providing more-than-ample security for microtransactions. This is supported on the premise that a Reddit user receiving points does need security yet generally doesn’t want nor need to wait for the same level of security as a nation-state settling an international trade debt. In any case, each Z-DAG transaction settles onchain at a block target of 60 seconds.

Syscoin Specs

Syscoin 3.0 White Paper
(4.0 white paper is pending. For improved scalability and less blockchain bloat, some features of v3 no longer exist in current v4: Specifically Marketplace Offers, Aliases, Escrow, Certificates, Pruning, Encrypted Messaging)
  • 16MB block bandwidth per minute assuming segwit witness carrying transactions, and transactions ~200 bytes on average
  • SHA256 merge mined with Bitcoin
  • UTXO asset layer, with base Syscoin layer sharing identical security policies as Bitcoin Core
  • Z-DAG on asset layer, bridge to Ethereum on asset layer
  • On-chain scaling with prospect of enabling enterprise grade reliable trustless payment processing with on/offchain hybrid solution
  • Focus only on Simple Value Transfers. MVP of blockchain consensus footprint is balances and ownership of them. Everything else can reduce data availability in exchange for scale (Ethereum 2.0 model). We leave that to other designs, we focus on transfers.
  • Future integrations of MAST/Taproot to get more complex value transfers without trading off trustlessness or decentralization.
  • Zero-knowledge Proofs are a cryptographic new frontier. We are dabbling here to generalize the concept of bridging and also verify the state of a chain efficiently. We also apply it in our Digital Identity projects at Blockchain Foundry (a publicly traded company which develops Syscoin softwares for clients). We are also looking to integrate privacy preserving payment channels for off-chain payments through zkSNARK hub & spoke design which does not suffer from the HTLC attack vectors evident on LN. Much of the issues plaguing Lightning Network can be resolved using a zkSNARK design whilst also providing the ability to do a multi-asset payment channel system. Currently we found a showstopper attack (American Call Option) on LN if we were to use multiple-assets. This would not exist in a system such as this.

Wallets

Web3 and mobile wallets are under active development by Blockchain Foundry Inc as WebAssembly applications and expected for release not long after mainnet deployment of Syscoin Core 4.2. Both of these will be multi-coin wallets that support Syscoin, SPTs, Ethereum, and ERC-20 tokens. The Web3 wallet will provide functionality similar to Metamask.
Syscoin Platform and tokens are already integrated with Blockbook. Custom hardware wallet support currently exists via ElectrumSys. First-class HW wallet integration through apps such as Ledger Live will exist after 4.2.
Current supported wallets
Syscoin Spark Desktop
Syscoin-Qt

Explorers

Mainnet: https://sys1.bcfn.ca (Blockbook)
Testnet: https://explorer-testnet.blockchainfoundry.co

Thank you for close consideration of our proposal. We look forward to feedback, and to working with the Reddit community to implement an ideal solution using Syscoin Platform!

submitted by sidhujag to ethereum [link] [comments]

Why i’m bullish on Zilliqa (long read)

Edit: TL;DR added in the comments
 
Hey all, I've been researching coins since 2017 and have gone through 100s of them in the last 3 years. I got introduced to blockchain via Bitcoin of course, analyzed Ethereum thereafter and from that moment I have a keen interest in smart contact platforms. I’m passionate about Ethereum but I find Zilliqa to have a better risk-reward ratio. Especially because Zilliqa has found an elegant balance between being secure, decentralized and scalable in my opinion.
 
Below I post my analysis of why from all the coins I went through I’m most bullish on Zilliqa (yes I went through Tezos, EOS, NEO, VeChain, Harmony, Algorand, Cardano etc.). Note that this is not investment advice and although it's a thorough analysis there is obviously some bias involved. Looking forward to what you all think!
 
Fun fact: the name Zilliqa is a play on ‘silica’ silicon dioxide which means “Silicon for the high-throughput consensus computer.”
 
This post is divided into (i) Technology, (ii) Business & Partnerships, and (iii) Marketing & Community. I’ve tried to make the technology part readable for a broad audience. If you’ve ever tried understanding the inner workings of Bitcoin and Ethereum you should be able to grasp most parts. Otherwise, just skim through and once you are zoning out head to the next part.
 
Technology and some more:
 
Introduction
 
The technology is one of the main reasons why I’m so bullish on Zilliqa. First thing you see on their website is: “Zilliqa is a high-performance, high-security blockchain platform for enterprises and next-generation applications.” These are some bold statements.
 
Before we deep dive into the technology let’s take a step back in time first as they have quite the history. The initial research paper from which Zilliqa originated dates back to August 2016: Elastico: A Secure Sharding Protocol For Open Blockchains where Loi Luu (Kyber Network) is one of the co-authors. Other ideas that led to the development of what Zilliqa has become today are: Bitcoin-NG, collective signing CoSi, ByzCoin and Omniledger.
 
The technical white paper was made public in August 2017 and since then they have achieved everything stated in the white paper and also created their own open source intermediate level smart contract language called Scilla (functional programming language similar to OCaml) too.
 
Mainnet is live since the end of January 2019 with daily transaction rates growing continuously. About a week ago mainnet reached 5 million transactions, 500.000+ addresses in total along with 2400 nodes keeping the network decentralized and secure. Circulating supply is nearing 11 billion and currently only mining rewards are left. The maximum supply is 21 billion with annual inflation being 7.13% currently and will only decrease with time.
 
Zilliqa realized early on that the usage of public cryptocurrencies and smart contracts were increasing but decentralized, secure, and scalable alternatives were lacking in the crypto space. They proposed to apply sharding onto a public smart contract blockchain where the transaction rate increases almost linear with the increase in the amount of nodes. More nodes = higher transaction throughput and increased decentralization. Sharding comes in many forms and Zilliqa uses network-, transaction- and computational sharding. Network sharding opens up the possibility of using transaction- and computational sharding on top. Zilliqa does not use state sharding for now. We’ll come back to this later.
 
Before we continue dissecting how Zilliqa achieves such from a technological standpoint it’s good to keep in mind that a blockchain being decentralised and secure and scalable is still one of the main hurdles in allowing widespread usage of decentralised networks. In my opinion this needs to be solved first before blockchains can get to the point where they can create and add large scale value. So I invite you to read the next section to grasp the underlying fundamentals. Because after all these premises need to be true otherwise there isn’t a fundamental case to be bullish on Zilliqa, right?
 
Down the rabbit hole
 
How have they achieved this? Let’s define the basics first: key players on Zilliqa are the users and the miners. A user is anybody who uses the blockchain to transfer funds or run smart contracts. Miners are the (shard) nodes in the network who run the consensus protocol and get rewarded for their service in Zillings (ZIL). The mining network is divided into several smaller networks called shards, which is also referred to as ‘network sharding’. Miners subsequently are randomly assigned to a shard by another set of miners called DS (Directory Service) nodes. The regular shards process transactions and the outputs of these shards are eventually combined by the DS shard as they reach consensus on the final state. More on how these DS shards reach consensus (via pBFT) will be explained later on.
 
The Zilliqa network produces two types of blocks: DS blocks and Tx blocks. One DS Block consists of 100 Tx Blocks. And as previously mentioned there are two types of nodes concerned with reaching consensus: shard nodes and DS nodes. Becoming a shard node or DS node is being defined by the result of a PoW cycle (Ethash) at the beginning of the DS Block. All candidate mining nodes compete with each other and run the PoW (Proof-of-Work) cycle for 60 seconds and the submissions achieving the highest difficulty will be allowed on the network. And to put it in perspective: the average difficulty for one DS node is ~ 2 Th/s equaling 2.000.000 Mh/s or 55 thousand+ GeForce GTX 1070 / 8 GB GPUs at 35.4 Mh/s. Each DS Block 10 new DS nodes are allowed. And a shard node needs to provide around 8.53 GH/s currently (around 240 GTX 1070s). Dual mining ETH/ETC and ZIL is possible and can be done via mining software such as Phoenix and Claymore. There are pools and if you have large amounts of hashing power (Ethash) available you could mine solo.
 
The PoW cycle of 60 seconds is a peak performance and acts as an entry ticket to the network. The entry ticket is called a sybil resistance mechanism and makes it incredibly hard for adversaries to spawn lots of identities and manipulate the network with these identities. And after every 100 Tx Blocks which corresponds to roughly 1,5 hour this PoW process repeats. In between these 1,5 hour, no PoW needs to be done meaning Zilliqa’s energy consumption to keep the network secure is low. For more detailed information on how mining works click here.
Okay, hats off to you. You have made it this far. Before we go any deeper down the rabbit hole we first must understand why Zilliqa goes through all of the above technicalities and understand a bit more what a blockchain on a more fundamental level is. Because the core of Zilliqa’s consensus protocol relies on the usage of pBFT (practical Byzantine Fault Tolerance) we need to know more about state machines and their function. Navigate to Viewblock, a Zilliqa block explorer, and just come back to this article. We will use this site to navigate through a few concepts.
 
We have established that Zilliqa is a public and distributed blockchain. Meaning that everyone with an internet connection can send ZILs, trigger smart contracts, etc. and there is no central authority who fully controls the network. Zilliqa and other public and distributed blockchains (like Bitcoin and Ethereum) can also be defined as state machines.
 
Taking the liberty of paraphrasing examples and definitions given by Samuel Brooks’ medium article, he describes the definition of a blockchain (like Zilliqa) as: “A peer-to-peer, append-only datastore that uses consensus to synchronize cryptographically-secure data”.
 
Next, he states that: "blockchains are fundamentally systems for managing valid state transitions”. For some more context, I recommend reading the whole medium article to get a better grasp of the definitions and understanding of state machines. Nevertheless, let’s try to simplify and compile it into a single paragraph. Take traffic lights as an example: all its states (red, amber, and green) are predefined, all possible outcomes are known and it doesn’t matter if you encounter the traffic light today or tomorrow. It will still behave the same. Managing the states of a traffic light can be done by triggering a sensor on the road or pushing a button resulting in one traffic lights’ state going from green to red (via amber) and another light from red to green.
 
With public blockchains like Zilliqa, this isn’t so straightforward and simple. It started with block #1 almost 1,5 years ago and every 45 seconds or so a new block linked to the previous block is being added. Resulting in a chain of blocks with transactions in it that everyone can verify from block #1 to the current #647.000+ block. The state is ever changing and the states it can find itself in are infinite. And while the traffic light might work together in tandem with various other traffic lights, it’s rather insignificant comparing it to a public blockchain. Because Zilliqa consists of 2400 nodes who need to work together to achieve consensus on what the latest valid state is while some of these nodes may have latency or broadcast issues, drop offline or are deliberately trying to attack the network, etc.
 
Now go back to the Viewblock page take a look at the amount of transaction, addresses, block and DS height and then hit refresh. Obviously as expected you see new incremented values on one or all parameters. And how did the Zilliqa blockchain manage to transition from a previous valid state to the latest valid state? By using pBFT to reach consensus on the latest valid state.
 
After having obtained the entry ticket, miners execute pBFT to reach consensus on the ever-changing state of the blockchain. pBFT requires a series of network communication between nodes, and as such there is no GPU involved (but CPU). Resulting in the total energy consumed to keep the blockchain secure, decentralized and scalable being low.
 
pBFT stands for practical Byzantine Fault Tolerance and is an optimization on the Byzantine Fault Tolerant algorithm. To quote Blockonomi: “In the context of distributed systems, Byzantine Fault Tolerance is the ability of a distributed computer network to function as desired and correctly reach a sufficient consensus despite malicious components (nodes) of the system failing or propagating incorrect information to other peers.” Zilliqa is such a distributed computer network and depends on the honesty of the nodes (shard and DS) to reach consensus and to continuously update the state with the latest block. If pBFT is a new term for you I can highly recommend the Blockonomi article.
 
The idea of pBFT was introduced in 1999 - one of the authors even won a Turing award for it - and it is well researched and applied in various blockchains and distributed systems nowadays. If you want more advanced information than the Blockonomi link provides click here. And if you’re in between Blockonomi and the University of Singapore read the Zilliqa Design Story Part 2 dating from October 2017.
Quoting from the Zilliqa tech whitepaper: “pBFT relies upon a correct leader (which is randomly selected) to begin each phase and proceed when the sufficient majority exists. In case the leader is byzantine it can stall the entire consensus protocol. To address this challenge, pBFT offers a view change protocol to replace the byzantine leader with another one.”
 
pBFT can tolerate ⅓ of the nodes being dishonest (offline counts as Byzantine = dishonest) and the consensus protocol will function without stalling or hiccups. Once there are more than ⅓ of dishonest nodes but no more than ⅔ the network will be stalled and a view change will be triggered to elect a new DS leader. Only when more than ⅔ of the nodes are dishonest (66%) double-spend attacks become possible.
 
If the network stalls no transactions can be processed and one has to wait until a new honest leader has been elected. When the mainnet was just launched and in its early phases, view changes happened regularly. As of today the last stalling of the network - and view change being triggered - was at the end of October 2019.
 
Another benefit of using pBFT for consensus besides low energy is the immediate finality it provides. Once your transaction is included in a block and the block is added to the chain it’s done. Lastly, take a look at this article where three types of finality are being defined: probabilistic, absolute and economic finality. Zilliqa falls under the absolute finality (just like Tendermint for example). Although lengthy already we skipped through some of the inner workings from Zilliqa’s consensus: read the Zilliqa Design Story Part 3 and you will be close to having a complete picture on it. Enough about PoW, sybil resistance mechanism, pBFT, etc. Another thing we haven’t looked at yet is the amount of decentralization.
 
Decentralisation
 
Currently, there are four shards, each one of them consisting of 600 nodes. 1 shard with 600 so-called DS nodes (Directory Service - they need to achieve a higher difficulty than shard nodes) and 1800 shard nodes of which 250 are shard guards (centralized nodes controlled by the team). The amount of shard guards has been steadily declining from 1200 in January 2019 to 250 as of May 2020. On the Viewblock statistics, you can see that many of the nodes are being located in the US but those are only the (CPU parts of the) shard nodes who perform pBFT. There is no data from where the PoW sources are coming. And when the Zilliqa blockchain starts reaching its transaction capacity limit, a network upgrade needs to be executed to lift the current cap of maximum 2400 nodes to allow more nodes and formation of more shards which will allow to network to keep on scaling according to demand.
Besides shard nodes there are also seed nodes. The main role of seed nodes is to serve as direct access points (for end-users and clients) to the core Zilliqa network that validates transactions. Seed nodes consolidate transaction requests and forward these to the lookup nodes (another type of nodes) for distribution to the shards in the network. Seed nodes also maintain the entire transaction history and the global state of the blockchain which is needed to provide services such as block explorers. Seed nodes in the Zilliqa network are comparable to Infura on Ethereum.
 
The seed nodes were first only operated by Zilliqa themselves, exchanges and Viewblock. Operators of seed nodes like exchanges had no incentive to open them for the greater public. They were centralised at first. Decentralisation at the seed nodes level has been steadily rolled out since March 2020 ( Zilliqa Improvement Proposal 3 ). Currently the amount of seed nodes is being increased, they are public-facing and at the same time PoS is applied to incentivize seed node operators and make it possible for ZIL holders to stake and earn passive yields. Important distinction: seed nodes are not involved with consensus! That is still PoW as entry ticket and pBFT for the actual consensus.
 
5% of the block rewards are being assigned to seed nodes (from the beginning in 2019) and those are being used to pay out ZIL stakers. The 5% block rewards with an annual yield of 10.03% translate to roughly 610 MM ZILs in total that can be staked. Exchanges use the custodial variant of staking and wallets like Moonlet will use the non-custodial version (starting in Q3 2020). Staking is being done by sending ZILs to a smart contract created by Zilliqa and audited by Quantstamp.
 
With a high amount of DS; shard nodes and seed nodes becoming more decentralized too, Zilliqa qualifies for the label of decentralized in my opinion.
 
Smart contracts
 
Let me start by saying I’m not a developer and my programming skills are quite limited. So I‘m taking the ELI5 route (maybe 12) but if you are familiar with Javascript, Solidity or specifically OCaml please head straight to Scilla - read the docs to get a good initial grasp of how Zilliqa’s smart contract language Scilla works and if you ask yourself “why another programming language?” check this article. And if you want to play around with some sample contracts in an IDE click here. The faucet can be found here. And more information on architecture, dapp development and API can be found on the Developer Portal.
If you are more into listening and watching: check this recent webinar explaining Zilliqa and Scilla. Link is time-stamped so you’ll start right away with a platform introduction, roadmap 2020 and afterwards a proper Scilla introduction.
 
Generalized: programming languages can be divided into being ‘object-oriented’ or ‘functional’. Here is an ELI5 given by software development academy: * “all programs have two basic components, data – what the program knows – and behavior – what the program can do with that data. So object-oriented programming states that combining data and related behaviors in one place, is called “object”, which makes it easier to understand how a particular program works. On the other hand, functional programming argues that data and behavior are different things and should be separated to ensure their clarity.” *
 
Scilla is on the functional side and shares similarities with OCaml: OCaml is a general-purpose programming language with an emphasis on expressiveness and safety. It has an advanced type system that helps catch your mistakes without getting in your way. It's used in environments where a single mistake can cost millions and speed matters, is supported by an active community, and has a rich set of libraries and development tools. For all its power, OCaml is also pretty simple, which is one reason it's often used as a teaching language.
 
Scilla is blockchain agnostic, can be implemented onto other blockchains as well, is recognized by academics and won a so-called Distinguished Artifact Award award at the end of last year.
 
One of the reasons why the Zilliqa team decided to create their own programming language focused on preventing smart contract vulnerabilities is that adding logic on a blockchain, programming, means that you cannot afford to make mistakes. Otherwise, it could cost you. It’s all great and fun blockchains being immutable but updating your code because you found a bug isn’t the same as with a regular web application for example. And with smart contracts, it inherently involves cryptocurrencies in some form thus value.
 
Another difference with programming languages on a blockchain is gas. Every transaction you do on a smart contract platform like Zilliqa or Ethereum costs gas. With gas you basically pay for computational costs. Sending a ZIL from address A to address B costs 0.001 ZIL currently. Smart contracts are more complex, often involve various functions and require more gas (if gas is a new concept click here ).
 
So with Scilla, similar to Solidity, you need to make sure that “every function in your smart contract will run as expected without hitting gas limits. An improper resource analysis may lead to situations where funds may get stuck simply because a part of the smart contract code cannot be executed due to gas limits. Such constraints are not present in traditional software systems”. Scilla design story part 1
 
Some examples of smart contract issues you’d want to avoid are: leaking funds, ‘unexpected changes to critical state variables’ (example: someone other than you setting his or her address as the owner of the smart contract after creation) or simply killing a contract.
 
Scilla also allows for formal verification. Wikipedia to the rescue: In the context of hardware and software systems, formal verification is the act of proving or disproving the correctness of intended algorithms underlying a system with respect to a certain formal specification or property, using formal methods of mathematics.
 
Formal verification can be helpful in proving the correctness of systems such as: cryptographic protocols, combinational circuits, digital circuits with internal memory, and software expressed as source code.
 
Scilla is being developed hand-in-hand with formalization of its semantics and its embedding into the Coq proof assistant — a state-of-the art tool for mechanized proofs about properties of programs.”
 
Simply put, with Scilla and accompanying tooling developers can be mathematically sure and proof that the smart contract they’ve written does what he or she intends it to do.
 
Smart contract on a sharded environment and state sharding
 
There is one more topic I’d like to touch on: smart contract execution in a sharded environment (and what is the effect of state sharding). This is a complex topic. I’m not able to explain it any easier than what is posted here. But I will try to compress the post into something easy to digest.
 
Earlier on we have established that Zilliqa can process transactions in parallel due to network sharding. This is where the linear scalability comes from. We can define simple transactions: a transaction from address A to B (Category 1), a transaction where a user interacts with one smart contract (Category 2) and the most complex ones where triggering a transaction results in multiple smart contracts being involved (Category 3). The shards are able to process transactions on their own without interference of the other shards. With Category 1 transactions that is doable, with Category 2 transactions sometimes if that address is in the same shard as the smart contract but with Category 3 you definitely need communication between the shards. Solving that requires to make a set of communication rules the protocol needs to follow in order to process all transactions in a generalised fashion.
 
And this is where the downsides of state sharding comes in currently. All shards in Zilliqa have access to the complete state. Yes the state size (0.1 GB at the moment) grows and all of the nodes need to store it but it also means that they don’t need to shop around for information available on other shards. Requiring more communication and adding more complexity. Computer science knowledge and/or developer knowledge required links if you want to dig further: Scilla - language grammar Scilla - Foundations for Verifiable Decentralised Computations on a Blockchain Gas Accounting NUS x Zilliqa: Smart contract language workshop
 
Easier to follow links on programming Scilla https://learnscilla.com/home Ivan on Tech
 
Roadmap / Zilliqa 2.0
 
There is no strict defined roadmap but here are topics being worked on. And via the Zilliqa website there is also more information on the projects they are working on.
 
Business & Partnerships
 
It’s not only technology in which Zilliqa seems to be excelling as their ecosystem has been expanding and starting to grow rapidly. The project is on a mission to provide OpenFinance (OpFi) to the world and Singapore is the right place to be due to its progressive regulations and futuristic thinking. Singapore has taken a proactive approach towards cryptocurrencies by introducing the Payment Services Act 2019 (PS Act). Among other things, the PS Act will regulate intermediaries dealing with certain cryptocurrencies, with a particular focus on consumer protection and anti-money laundering. It will also provide a stable regulatory licensing and operating framework for cryptocurrency entities, effectively covering all crypto businesses and exchanges based in Singapore. According to PWC 82% of the surveyed executives in Singapore reported blockchain initiatives underway and 13% of them have already brought the initiatives live to the market. There is also an increasing list of organizations that are starting to provide digital payment services. Moreover, Singaporean blockchain developers Building Cities Beyond has recently created an innovation $15 million grant to encourage development on its ecosystem. This all suggests that Singapore tries to position itself as (one of) the leading blockchain hubs in the world.
 
Zilliqa seems to already take advantage of this and recently helped launch Hg Exchange on their platform, together with financial institutions PhillipCapital, PrimePartners and Fundnel. Hg Exchange, which is now approved by the Monetary Authority of Singapore (MAS), uses smart contracts to represent digital assets. Through Hg Exchange financial institutions worldwide can use Zilliqa's safe-by-design smart contracts to enable the trading of private equities. For example, think of companies such as Grab, Airbnb, SpaceX that are not available for public trading right now. Hg Exchange will allow investors to buy shares of private companies & unicorns and capture their value before an IPO. Anquan, the main company behind Zilliqa, has also recently announced that they became a partner and shareholder in TEN31 Bank, which is a fully regulated bank allowing for tokenization of assets and is aiming to bridge the gap between conventional banking and the blockchain world. If STOs, the tokenization of assets, and equity trading will continue to increase, then Zilliqa’s public blockchain would be the ideal candidate due to its strategic positioning, partnerships, regulatory compliance and the technology that is being built on top of it.
 
What is also very encouraging is their focus on banking the un(der)banked. They are launching a stablecoin basket starting with XSGD. As many of you know, stablecoins are currently mostly used for trading. However, Zilliqa is actively trying to broaden the use case of stablecoins. I recommend everybody to read this text that Amrit Kumar wrote (one of the co-founders). These stablecoins will be integrated in the traditional markets and bridge the gap between the crypto world and the traditional world. This could potentially revolutionize and legitimise the crypto space if retailers and companies will for example start to use stablecoins for payments or remittances, instead of it solely being used for trading.
 
Zilliqa also released their DeFi strategic roadmap (dating November 2019) which seems to be aligning well with their OpFi strategy. A non-custodial DEX is coming to Zilliqa made by Switcheo which allows cross-chain trading (atomic swaps) between ETH, EOS and ZIL based tokens. They also signed a Memorandum of Understanding for a (soon to be announced) USD stablecoin. And as Zilliqa is all about regulations and being compliant, I’m speculating on it to be a regulated USD stablecoin. Furthermore, XSGD is already created and visible on block explorer and XIDR (Indonesian Stablecoin) is also coming soon via StraitsX. Here also an overview of the Tech Stack for Financial Applications from September 2019. Further quoting Amrit Kumar on this:
 
There are two basic building blocks in DeFi/OpFi though: 1) stablecoins as you need a non-volatile currency to get access to this market and 2) a dex to be able to trade all these financial assets. The rest are built on top of these blocks.
 
So far, together with our partners and community, we have worked on developing these building blocks with XSGD as a stablecoin. We are working on bringing a USD-backed stablecoin as well. We will soon have a decentralised exchange developed by Switcheo. And with HGX going live, we are also venturing into the tokenization space. More to come in the future.”
 
Additionally, they also have this ZILHive initiative that injects capital into projects. There have been already 6 waves of various teams working on infrastructure, innovation and research, and they are not from ASEAN or Singapore only but global: see Grantees breakdown by country. Over 60 project teams from over 20 countries have contributed to Zilliqa's ecosystem. This includes individuals and teams developing wallets, explorers, developer toolkits, smart contract testing frameworks, dapps, etc. As some of you may know, Unstoppable Domains (UD) blew up when they launched on Zilliqa. UD aims to replace cryptocurrency addresses with a human-readable name and allows for uncensorable websites. Zilliqa will probably be the only one able to handle all these transactions onchain due to ability to scale and its resulting low fees which is why the UD team launched this on Zilliqa in the first place. Furthermore, Zilliqa also has a strong emphasis on security, compliance, and privacy, which is why they partnered with companies like Elliptic, ChainSecurity (part of PwC Switzerland), and Incognito. Their sister company Aqilliz (Zilliqa spelled backwards) focuses on revolutionizing the digital advertising space and is doing interesting things like using Zilliqa to track outdoor digital ads with companies like Foodpanda.
 
Zilliqa is listed on nearly all major exchanges, having several different fiat-gateways and recently have been added to Binance’s margin trading and futures trading with really good volume. They also have a very impressive team with good credentials and experience. They don't just have “tech people”. They have a mix of tech people, business people, marketeers, scientists, and more. Naturally, it's good to have a mix of people with different skill sets if you work in the crypto space.
 
Marketing & Community
 
Zilliqa has a very strong community. If you just follow their Twitter their engagement is much higher for a coin that has approximately 80k followers. They also have been ‘coin of the day’ by LunarCrush many times. LunarCrush tracks real-time cryptocurrency value and social data. According to their data, it seems Zilliqa has a more fundamental and deeper understanding of marketing and community engagement than almost all other coins. While almost all coins have been a bit frozen in the last months, Zilliqa seems to be on its own bull run. It was somewhere in the 100s a few months ago and is currently ranked #46 on CoinGecko. Their official Telegram also has over 20k people and is very active, and their community channel which is over 7k now is more active and larger than many other official channels. Their local communities also seem to be growing.
 
Moreover, their community started ‘Zillacracy’ together with the Zilliqa core team ( see www.zillacracy.com ). It’s a community-run initiative where people from all over the world are now helping with marketing and development on Zilliqa. Since its launch in February 2020 they have been doing a lot and will also run their own non-custodial seed node for staking. This seed node will also allow them to start generating revenue for them to become a self sustaining entity that could potentially scale up to become a decentralized company working in parallel with the Zilliqa core team. Comparing it to all the other smart contract platforms (e.g. Cardano, EOS, Tezos etc.) they don't seem to have started a similar initiative (correct me if I’m wrong though). This suggests in my opinion that these other smart contract platforms do not fully understand how to utilize the ‘power of the community’. This is something you cannot ‘buy with money’ and gives many projects in the space a disadvantage.
 
Zilliqa also released two social products called SocialPay and Zeeves. SocialPay allows users to earn ZILs while tweeting with a specific hashtag. They have recently used it in partnership with the Singapore Red Cross for a marketing campaign after their initial pilot program. It seems like a very valuable social product with a good use case. I can see a lot of traditional companies entering the space through this product, which they seem to suggest will happen. Tokenizing hashtags with smart contracts to get network effect is a very smart and innovative idea.
 
Regarding Zeeves, this is a tipping bot for Telegram. They already have 1000s of signups and they plan to keep upgrading it for more and more people to use it (e.g. they recently have added a quiz features). They also use it during AMAs to reward people in real-time. It’s a very smart approach to grow their communities and get familiar with ZIL. I can see this becoming very big on Telegram. This tool suggests, again, that the Zilliqa team has a deeper understanding of what the crypto space and community needs and is good at finding the right innovative tools to grow and scale.
 
To be honest, I haven’t covered everything (i’m also reaching the character limited haha). So many updates happening lately that it's hard to keep up, such as the International Monetary Fund mentioning Zilliqa in their report, custodial and non-custodial Staking, Binance Margin, Futures, Widget, entering the Indian market, and more. The Head of Marketing Colin Miles has also released this as an overview of what is coming next. And last but not least, Vitalik Buterin has been mentioning Zilliqa lately acknowledging Zilliqa and mentioning that both projects have a lot of room to grow. There is much more info of course and a good part of it has been served to you on a silver platter. I invite you to continue researching by yourself :-) And if you have any comments or questions please post here!
submitted by haveyouheardaboutit to CryptoCurrency [link] [comments]

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

A new whitepaper analysing the performance and scalability of the Streamr pub/sub messaging Network is now available. Take a look at some of the fascinating key results in this introductory blog

Streamr Network: Performance and Scalability Whitepaper


https://preview.redd.it/bstqyn43x4j51.png?width=2600&format=png&auto=webp&s=81683ca6303ab84ab898c096345464111d674ee5
The Corea milestone of the Streamr Network went live in late 2019. Since then a few people in the team have been working on an academic whitepaper to describe its design principles, position it with respect to prior art, and prove certain properties it has. The paper is now ready, and it has been submitted to the IEEE Access journal for peer review. It is also now published on the new Papers section on the project website. In this blog, I’ll introduce the paper and explain its key results. All the figures presented in this post are from the paper.
The reasons for doing this research and writing this paper were simple: many prospective users of the Network, especially more serious ones such as enterprises, ask questions like ‘how does it scale?’, ‘why does it scale?’, ‘what is the latency in the network?’, and ‘how much bandwidth is consumed?’. While some answers could be provided before, the Network in its currently deployed form is still small-scale and can’t really show a track record of scalability for example, so there was clearly a need to produce some in-depth material about the structure of the Network and its performance at large, global scale. The paper answers these questions.
Another reason is that decentralized peer-to-peer networks have experienced a new renaissance due to the rise in blockchain networks. Peer-to-peer pub/sub networks were a hot research topic in the early 2000s, but not many real-world implementations were ever created. Today, most blockchain networks use methods from that era under the hood to disseminate block headers, transactions, and other events important for them to function. Other megatrends like IoT and social media are also creating demand for new kinds of scalable message transport layers.

The latency vs. bandwidth tradeoff

The current Streamr Network uses regular random graphs as stream topologies. ‘Regular’ here means that nodes connect to a fixed number of other nodes that publish or subscribe to the same stream, and ‘random’ means that those nodes are selected randomly.
Random connections can of course mean that absurd routes get formed occasionally, for example a data point might travel from Germany to France via the US. But random graphs have been studied extensively in the academic literature, and their properties are not nearly as bad as the above example sounds — such graphs are actually quite good! Data always takes multiple routes in the network, and only the fastest route counts. The less-than-optimal routes are there for redundancy, and redundancy is good, because it improves security and churn tolerance.
There is an important parameter called node degree, which is the fixed number of nodes to which each node in a topology connects. A higher node degree means more duplication and thus more bandwidth consumption for each node, but it also means that fast routes are more likely to form. It’s a tradeoff; better latency can be traded for worse bandwidth consumption. In the following section, we’ll go deeper into analyzing this relationship.

Network diameter scales logarithmically

One useful metric to estimate the behavior of latency is the network diameter, which is the number of hops on the shortest path between the most distant pair of nodes in the network (i.e. the “longest shortest path”. The below plot shows how the network diameter behaves depending on node degree and number of nodes.

Network diameter
We can see that the network diameter increases logarithmically (very slowly), and a higher node degree ‘flattens the curve’. This is a property of random regular graphs, and this is very good — growing from 10,000 nodes to 100,000 nodes only increases the diameter by a few hops! To analyse the effect of the node degree further, we can plot the maximum network diameter using various node degrees:
Network diameter in network of 100 000 nodes
We can see that there are diminishing returns for increasing the node degree. On the other hand, the penalty (number of duplicates, i.e. bandwidth consumption), increases linearly with node degree:

Number of duplicates received by the non-publisher nodes
In the Streamr Network, each stream forms its own separate overlay network and can even have a custom node degree. This allows the owner of the stream to configure their preferred latency/bandwidth balance (imagine such a slider control in the Streamr Core UI). However, finding a good default value is important. From this analysis, we can conclude that:
  • The logarithmic behavior of network diameter leads us to hope that latency might behave logarithmically too, but since the number of hops is not the same as latency (in milliseconds), the scalability needs to be confirmed in the real world (see next section).
  • A node degree of 4 yields good latency/bandwidth balance, and we have selected this as the default value in the Streamr Network. This value is also used in all the real-world experiments described in the next section.
It’s worth noting that in such a network, the bandwidth requirement for publishers is determined by the node degree and not the number of subscribers. With a node degree 4 and a million subscribers, the publisher only uploads 4 copies of a data point, and the million subscribing nodes share the work of distributing the message among themselves. In contrast, a centralized data broker would need to push out a million copies.

Latency scales logarithmically

To see if actual latency scales logarithmically in real-world conditions, we ran large numbers of nodes in 16 different Amazon AWS data centers around the world. We ran experiments with network sizes between 32 to 2048 nodes. Each node published messages to the network, and we measured how long it took for the other nodes to get the message. The experiment was repeated 10 times for each network size.
The below image displays one of the key results of the paper. It shows a CDF (cumulative distribution function) of the measured latencies across all experiments. The y-axis runs from 0 to 1, i.e. 0% to 100%.
CDF of message propagation delay
From this graph we can easily read things like: in a 32 nodes network (blue line), 50% of message deliveries happened within 150 ms globally, and all messages were delivered in around 250 ms. In the largest network of 2048 nodes (pink line), 99% of deliveries happened within 362 ms globally.
To put these results in context, PubNub, a centralized message brokering service, promises to deliver messages within 250 ms — and that’s a centralized service! Decentralization comes with unquestionable benefits (no vendor lock-in, no trust required, network effects, etc.), but if such protocols are inferior in terms of performance or cost, they won’t get adopted. It’s pretty safe to say that the Streamr Network is on par with centralized services even when it comes to latency, which is usually the Achilles’ heel of P2P networks (think of how slow blockchains are!). And the Network will only get better with time.
Then we tackled the big question: does the latency behave logarithmically?
Mean message propagation delay in Amazon experiments
Above, the thick line is the average latency for each network size. From the graph, we can see that the latency grows logarithmically as the network size increases, which means excellent scalability.
The shaded area shows the difference between the best and worst average latencies in each repeat. Here we can see the element of chance at play; due to the randomness in which nodes become neighbours, some topologies are faster than others. Given enough repeats, some near-optimal topologies can be found. The difference between average topologies and the best topologies gives us a glimpse of how much room for optimisation there is, i.e. with a smarter-than-random topology construction, how much improvement is possible (while still staying in the realm of regular graphs)? Out of the observed topologies, the difference between the average and the best observed topology is between 5–13%, so not that much. Other subclasses of graphs, such as irregular graphs, trees, and so on, can of course unlock more room for improvement, but they are different beasts and come with their own disadvantages too.
It’s also worth asking: how much worse is the measured latency compared to the fastest possible latency, i.e. that of a direct connection? While having direct connections between a publisher and subscribers is definitely not scalable, secure, or often even feasible due to firewalls, NATs and such, it’s still worth asking what the latency penalty of peer-to-peer is.

Relative delay penalty in Amazon experiments
As you can see, this plot has the same shape as the previous one, but the y-axis is different. Here, we are showing the relative delay penalty (RDP). It’s the latency in the peer-to-peer network (shown in the previous plot), divided by the latency of a direct connection measured with the ping tool. So a direct connection equals an RDP value of 1, and the measured RDP in the peer-to-peer network is roughly between 2 and 3 in the observed topologies. It increases logarithmically with network size, just like absolute latency.
Again, given that latency is the Achilles’ heel of decentralized systems, that’s not bad at all. It shows that such a network delivers acceptable performance for the vast majority of use cases, only excluding the most latency-sensitive ones, such as online gaming or arbitrage trading. For most other use cases, it doesn’t matter whether it takes 25 or 75 milliseconds to deliver a data point.

Latency is predictable

It’s useful for a messaging system to have consistent and predictable latency. Imagine for example a smart traffic system, where cars can alert each other about dangers on the road. It would be pretty bad if, even minutes after publishing it, some cars still haven’t received the warning. However, such delays easily occur in peer-to-peer networks. Everyone in the crypto space has seen first-hand how plenty of Bitcoin or Ethereum nodes lag even minutes behind the latest chain state.
So we wanted to see whether it would be possible to estimate the latencies in the peer-to-peer network if the topology and the latencies between connected pairs of nodes are known. We applied Dijkstra’s algorithm to compute estimates for average latencies from the input topology data, and compared the estimates to the actual measured average latencies:
Mean message propagation delay in Amazon experiments
We can see that, at least in these experiments, the estimates seemed to provide a lower bound for the actual values, and the average estimation error was 3.5%. The measured value is higher than the estimated one because the estimation only considers network delays, while in reality there is also a little bit of a processing delay at each node.

Conclusion

The research has shown that the Streamr Network can be expected to deliver messages in roughly 150–350 milliseconds worldwide, even at a large scale with thousands of nodes subscribing to a stream. This is on par with centralized message brokers today, showing that the decentralized and peer-to-peer approach is a viable alternative for all but the most latency-sensitive applications.
It’s thrilling to think that by accepting a latency only 2–3 times longer than the latency of an unscalable and insecure direct connecion, applications can interconnect over an open fabric with global scalability, no single point of failure, no vendor lock-in, and no need to trust anyone — all that becomes available out of the box.
In the real-time data space, there are plenty of other aspects to explore, which we didn’t cover in this paper. For example, we did not measure throughput characteristics of network topologies. Different streams are independent, so clearly there’s scalability in the number of streams, and heavy streams can be partitioned, allowing each stream to scale too. Throughput is mainly limited, therefore, by the hardware and network connection used by the network nodes involved in a topology. Measuring the maximum throughput would basically be measuring the hardware as well as the performance of our implemented code. While interesting, this is not a high priority research target at this point in time. And thanks to the redundancy in the network, individual slow nodes do not slow down the whole topology; the data will arrive via faster nodes instead.
Also out of scope for this paper is analysing the costs of running such a network, including the OPEX for publishers and node operators. This is a topic of ongoing research, which we’re currently doing as part of designing the token incentive mechanisms of the Streamr Network, due to be implemented in a later milestone.
I hope that this blog has provided some insight into the fascinating results the team uncovered during this research. For a more in-depth look at the context of this work, and more detail about the research, we invite you to read the full paper.
If you have an interest in network performance and scalability from a developer or enterprise perspective, we will be hosting a talk about this research in the coming weeks, so keep an eye out for more details on the Streamr social media channels. In the meantime, feedback and comments are welcome. Please add a comment to this Reddit thread or email [[email protected]](mailto:[email protected]).
Originally published by. Henri at blog.streamr.network on August 24, 2020.
submitted by thamilton5 to streamr [link] [comments]

What is a Bitcoin Block Explorer - YouTube Analyzing Blockchain and Bitcoin Transaction Data as Graph Bitcoin Transactions - from A Bitcoin Blockchain Transaction Visualization + Sonification Tracking Bitcoin Transactions on the Blockchain - SANS ...

The concept is well known from Bitcoin, where sophisticated clustering algorithms have started to play a growing role in law enforcement’s investigations of Dark Net activities. The clustering analysis of Ethereum’s blockchain resulted in a remarkable new finding; there is a class of “throwaway addresses.” These addresses received money ... Did you know you can verify any unconfirmed Bitcoin transaction with our Bitcoin Block Explorer tool?Simply complete a Bitcoin address search to view it on the blockchain. Plus, visit our Bitcoin ... Block explorer is an example of an open-source, free to use Bitcoin block explorer that allows users to check for transaction speed. 5. Exploring multiple blockchains at once. Most block explorers allow you to only explore one blockchain type and not more. Analysis of the Bitcoin blockc hain: ... beside the Bitcoin transactional data that can be. directly extracted from the Bitcoin blockchain using a block explorer service, w e gathered three ... A block explorer is a user-interface which allows you to interact with blockchains and view transactional data on a network. If you send a friend Bitcoin, or a friend sent you Bitcoin, you can actually check on the status of that transaction by typing in your Bitcoin wallet (public) address or transaction ID. From here you will see if it has been sent, how many confirmations the transaction ...

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What is a Bitcoin Block Explorer - YouTube

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