Monte (@MonteOnChain) header
Monte (@MonteOnChain) profile picture

Exploring decentralized AI and web3. Making AI more open, ownable, crypto-native, and private.

Joined September 2026
Photo by Monte (@MonteOnChain)Photo by Monte (@MonteOnChain)
Wow
On November 6, 2026, the U.S. Department of the Treasury’s Financial Crimes Enforcement Network (FinCEN) issued an order as part of “Operation Economic Outcast” that effectively cuts off MEXC Global from the U.S. financial system. FinCEN determined that MEXC Global (a convertible virtual currency exchanger) facilitated at least $16 billion in illicit transactions between May 2021 and May 2026 linked to sanctions evasion involving Iran, North Korea (DPRK), and Russia, as well as cybercrime. This includes direct dealings with sanctioned entities home.treasury.gov/news/press…
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Monte retweeted
one signature is all a drainer needs one signature and you can lose everything so i asked an AI to show me what's safe to sign and what isn't. saved the answer, it's in the pic ran it on @LightchainAI, a blockchain where independent operators serve open models (gpt-oss, Qwen3, Llama, DeepSeek-R1, 14 in total) open models are only half open if one company runs the servers since that company can change all the parameters the job, the transaction and the worker are all public on lightscandotapp and can be verified cost me 0.04 LCAI try it out chat.lightchain.ai
🤝 Paid partnership
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🔥Token of the Day (Friday) on ethereum chain!🔥 @LightchainAI #TokenOfTheDay #GemsAlert #Moon #ETHEREUM
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calling all developers... the solution you have been seeking for inference that is private and verifiable is here. This is someone using the chat bot but the real value is in inference for your apps. Why haven't you built that app for healthcare? oh PII can't be put into an AI that shares information-- Lightchain encrypts everything and nothing is shared with anyone... verifiable.
when you use an AI model, have you ever thought about who’s actually running it? most people probably just open the chat, send a prompt & they wait for a response. but there’s another side to this, even when a model is open for everyone to use, access can still depend on one company running the servers behind it. And that’s where @LightchainAI comes in. Lightchain is building a blockchain specifically for AI. the idea is to have independent GPU operators serve open models, instead of relying on one company to handle all the requests. so when someone sends a request, the network selects an operator to handle it, creating a more distributed way of serving AI models. Lightchain currently has 14 models, including Llama, Qwen3, DeepSeek-R1 and gpt-oss. —————————————————— There’s also something else you should take a look at: what happens after you send a prompt? Lightchain records each job on-chain, including details like the job ID, transaction and assigned worker. You can check these records on Lightscan. Prompts are also encrypted before they touch the chain. I decided to try Lightchain Chat myself. I asked it: “If one company serves an open model, can it change or switch it off? Answer in 3 lines.” the request was handled by Llama 3 (8B). the response explained how a company could modify an open model, although it didn’t fully answer the question about switching off access. I then followed the request and checked its record on Lightscan:- job #70823 showed the model used, the assigned worker & verification details. the worker’s signature matched the assigned identity, and the response hash matched the record on-chain. what was interesting here is that I wasn’t limited to seeing the final answer. I could also look at the record of how the request was handled. That’s an important part of what Lightchain is trying to build. Making open models available is one thing, but the infrastructure serving them matters just as much. I have more to explore with this project, but this was a good place to start. Try it out: chat.lightchain.ai and let me know what you think
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This is the game changer for anyone shipping AI features. No more black-box mystery metrics or surprise overruns. On Lightchain you know the exact cost of every inference job up front.Transparent. Predictable. Built for builders.
Tired of opaque pricing for your AI tools? Try running compute on Lightchain. Fees are transparent, from model costs to the dispute window, and every change stays public in real time.
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The model name on the API is not a proof. @AnthropicAI's FlashProve (Nov 2) lets you verify a reply came from committed weights without seeing them. Caveat: research prototype; proving is still ~70-95x GPU time. Should open routers require proofs, or is TEE attestation enough?
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🔥Token of the Day (Thursday) on ethereum chain!🔥 @LightchainAI #TokenOfTheDay #GemsAlert #Moon #ETHEREUM
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Wow. Folks your wallet security is your responsibility.
🚨 IF YOU ARE IN CRYPTO, IGNORE THIS POST AT YOUR OWN RISK A friend lost $535,000 USDT yesterday, and he even sent a test transfer first. His wallet wasn't hacked and his keys never leaked. He lost it to a bot. The test transfer arrived fine. Within seconds, a bot sent 1 USDT to his wallet from a fake address that started and ended with the same characters as the real one. Now the fake address was sitting in his transaction history, right next to the real one. When he went to send the full amount, he copied the address from that history and picked the fake one. The money was gone in under 30 seconds, swapped out of USDT before Tether could freeze it. This is called address poisoning, and it's running at industrial scale. The bot that got him has run over 6 million transactions, and it goes after anyone moving large amounts. Here's how to make sure it never happens to you: • Never copy an address from your transaction history or a block explorer • After a test transfer, copy the address again from the original message the receiver sent you • Check every character, because these bots match both the start and the end • Save verified addresses in your wallet's address book with names Now open your wallet and go through your history. If there's a tiny deposit from an address you don't recognize, a bot has already marked you. Tell me below if you find one. Repost this post and share this to the person you know who moves the most money on-chain.
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