GPT-6 Astra runs 1,024 trading strategy genomes over 67 hours
1,024 strategies were backtested under identical conditions over 141 days, a separate risk agent vetoed 54 trades, and one strategy ended up +389.5 on a single position with the account going from 1.9042 ETH to 4.8871; the author notes these are simulated fills with high costs and no real position was taken.
whoever let this run unattended for three days has more nerve than sense someone handed GPT-6 Astra a thousand trading genomes and one instruction: survive fees, drawdown, and data you have never seen. sixty seven hours later one of them was up 389.5 on a single position and the other 1,023 were in the archive with their reasons written down. the book went from 1.9042 ETH to 4.8871 every strategy that ever worked left a trail in four places: the entry, the exit, the fee, and the worst moment in between. almost nobody reads all four together this is GPT-6 Astra, the layer that runs a whole population instead of one prompt, $0 on top of the plan you already pay for: - give every genome the same $1,000 and the same tape. 1,024 of them, 141 days of history, identical conditions, no hand-tuning between rounds - make the veto a separate agent. 2,318 handoffs went down the chain in 67 hours and RISK killed 54 of them, each with the reason written into the ledger - settle the exit before the entry. STOP and TAKE agree on one number before any token is named, which removes the argument that eats the whole run - measure the tail, not the average. 15,770 sessions, 6.14% tail mass, implied multiple ×52.3. the average is where strategies go to look fine - lock the winner before it sees the test. the holdout is opened last, once, and nothing gets funded on a lucky run none of this was clever. it was just kept the catch is slow money. it is a simulation, the fills are modelled, and a population this size costs real tokens to run for three days. nothing here has touched size a losing strategy is a story told one trade at a time every week you tune one prompt by hand, someone else is running a thousand and reading the archive bookmark this, the full architecture of the troop is in the post below ↓
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