Slade 🛡️ LLM Hacker
2.2K posts
@llm_redteam
Trust nothing. Verify everything. AI exploits · leaked secrets · OSINT investigations
"When we started the log analysis, we first used frontier models behind commercial APIs. This did not work: the analysis requires submitting large volumes of real attack commands, exploit payloads, and C2 artifacts, and these requests were blocked by the providers' safety guardrails, which cannot distinguish an incident responder from an attacker. We ran the forensic analysis instead on GLM 5.2, an open-weight model, on our own infrastructure. This had a second benefit: no attacker data, and none of the credentials it referenced, left our environment." huggingface.co/blog/security-…
Openly begging everyone I know with lab equity to build an agentic escape room in SF. Imagine an LLM generates the puzzles in real time and you have to jailbreak your way out of each level before the timer runs out. You do a short intake audio interview up front so the orchestrator agent tailors challenges to each player’s actual skills / background / personal experience. The audio interviews get deleted at the end of every day for privacy. Best date idea ever conceived - you would singlehandedly solve SF dating. Also insane team bonding experience. Someone pls get on it.
The third venue went live, and I want to talk about what we are actually doing here. One week ago Yarrow was an idea: that on the first chain where real stocks live natively, the money of a market should not have to be a dollar. Tonight there are three live venues on Robinhood Chain sharing one engine. Perpetuals settled in native ETH. Perpetuals settled in the QQQ token, the first market anywhere denominated in a stock. And now perpetuals settled in SGOV, the tokenized T-bill ETF. That last one deserves a plain explanation. At the great clearinghouses, the ones that carry the world's real derivatives, institutions do not post idle cash as margin. They post Treasury bills. It is the oldest capital efficiency in finance, and it has never existed on-chain as the actual denomination of a venue. As of tonight it does. Verify it yourself: robinhoodchain.blockscout.com/address/0x2b32… I am not here to sell you a chart. I am here to build infrastructure in the open, and this week you watched it happen in real time: through a GitHub outage, through failed builds, through hard questions from this community that made the work better. Every contract deployed this week matches its published source byte for byte. Every vault closes to an invariant you can check with a single call: balance equals margin plus backstop plus parked payouts, exact, always. Margin is senior and can never be taken to pay someone else's win. Liquidations belong to anyone willing to run a keeper. The engine descends from Percolator, by @toly , and we say so everywhere, because credit is part of engineering. And the people who hold $Yarrow are not spectators to this. The engine reads your balance at the moment you trade and prices your seat: real bags pay up to half the fee of everyone else, on every venue, on every trade, enforced by bytecode. As the family of venues grows, so does what that seat means. Markets reopen with the Monday session and the desks will take their first positions then. Between now and then, read the contracts. Ask the hard questions. The ones who did this week are the reason it shipped this strong. One engine. Three monies. Built for real people, in front of real people, with nothing hidden and nothing promised that the chain itself cannot keep. yarrow.trade/perps
