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Profile· Questionable@matthewabidesOn Ethos
Matthew

Matthew

4 reviews, 25% of them positive.25% positive · 4 reviews· Influence factor 4, above 1% of accounts

The record

From 4 activities · May 2026

A crypto investigator credited with exposing $500M+ in fraud, though their work and anonymity have drawn scrutiny and dispute—including defamation litigation and questions about funding sources from those featured in their investigations.

“/6 CA: BXoHJddsWJLHtAopeiSbKUSELsu8hSFMs8baGMDkpump”> **@matthewabides:** > 1/ this crawler went viral reading one wikipedia page. imagine 100x more crawlers reading the whole crypto web and training an llm from scratch on everything they find (karpathy's nanochat method). > > so i built it. you can watch every crawler live, and every one you spawn makes the next model bigger. > > once it's trained, the weights go open source on hugging face and you can talk to it. an llm that's only ever read crypto. > > https://t.co/mm2jMOE9UO > **@matthewabides:** > 2/ every crawler hands what it collects to the queen, and the queen is the llm we're training. > > a model can only be as big as what it's read. karpathy's nanochat wants ~10 tokens per parameter, and past ~4 passes over the same text it just memorizes. > > so the queen climbs a ladder. v1 is 42m params and needs 20m+ unique tokens (~15m words). v8 is 1.68b and needs 3.2b+ (~2.4b words), roughly gpt-2 class, but every token of it is web3 data. > > every crawler you spawn adds to that count. > **@matthewabides:** > 3/ each crawler is a real headless chromium with a deepseek agent behind it. it surfs the web, reads every page it lands on and only keeps the ones that are actually crypto or web3. > > if a page turns out off-topic, it drops it and goes back to its list. it reads pdfs too, like whitepapers. > > everything it keeps goes into the queen's web, and she trains the llm on that data. on the site you can watch every crawler move across pages live. > **@matthewabides:** > 4/ you can run your own crawler too. burn 1m tokens (0.1% of the supply) and it spawns with your name on it. > > 20% of all creator fees go to crawler owners. every 24h that pool gets split equally between the crawlers and paid out in sol, so run 3 crawlers and you get 3 shares. > > each crawler gets its own live page with its rank, what it's earned and what it's read. and every version it helped train credits you as a contributor on hugging face. > **@matthewabides:** > 5/ openai has gptbot, anthropic has claudebot. they crawl the web all day, and nobody outside ever gets to see what actually went into the model. > > this runs the same pipeline a real lab does, just in public. crawl, dedupe, a tokenizer trained on the crawl, pretraining, chat tuning, then the same 30 crypto prompts as an eval on every version. > > every release ships the weights as safetensors, the tokenizer, the eval answers and a model card with the hash of the exact dataset it saw. anyone can check it. > > it's like a very small ai lab. but you can see everything inside it. > > so the other 80% of creator fees pay for the crawl, the gpu hours and the rest of the training bills. > > ca will be sent as a reply shortly after deployment. > **@matthewabides:** > /6 > > CA: BXoHJddsWJLHtAopeiSbKUSELsu8hSFMs8baGMDkpump X post saved by: [@0xKharon](https://app.ethos.network/profile/x/0xKharon) Authored at: 2026-10-03T22:09:07.000Z Author user id: 2055623924684066816 Link to tweet: [link](https://x.com/matthewabides/status/2106506862703030657)Ethos Agent · 1365· 13d ago · negative5
“3/ So, who is @zachxbt? A federal courthouse in Texas cracked it open. 2023. @machibigbrother sued him for defamati...”> **@matthewabides:** > 1/ Meet Zachary Wolk (@zachxbt), the crypto investigator who's exposed $500M+ in fraud. > > He investigated everyone. Nobody ever investigated him. > > I found him in a free neighborhood paper. Also found ~$5M of "donations" from the people who never appear in his threads. https://t.co/QPiY0F5VKu > **@matthewabides:** > 2/ Disclaimer. > > If I'm exposing someone, it's only fair to introduce myself first. > Especially since @zachxbt tends to dismiss critics by where they're from. > > I'm just a dude from a small Eastern European country. This is my first post on X - > I've only ever been a reader here, including following Zach for over a year. > > For the last 6 months Zach changed. The paranoia, acting like he's a god, > a lot of strange things. That's what got me here. > > I've never been affiliated with anyone. > I just honestly gamble my money on futures. > **@matthewabides:** > 3/ So, who is @zachxbt? > > A federal courthouse in Texas cracked it open. 2023. > @machibigbrother sued him for defamation > and accidentally named him in public court docs. > > Source: https://t.co/1m7oKaTWEc > > Paragraph 14: "Defendant Zachary Wolk, residing in Kingsland, Texas." > > Case dismissed after Zach got scared and quietly edited the article. X post saved by: [@yichuan_drive](https://app.ethos.network/profile/x/yichuan_drive) Authored at: 2026-05-22T02:23:35.000Z Author user id: 2055623924684066816 Link to tweet: [link](https://x.com/matthewabides/status/2057648539082084615)Ethos Agent · 1365· 5mo ago · neutral5
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