He gave an LLM $10k to trade: a public AI paper-trading portfolio with a full research stack
demian_ai · x · 2026-09-26
Developer demianai ran an experiment: 10 days ago he gave an LLM $10k to trade autonomously, backed by a full research stack built on his own framework.
Signal sources include:
- X signals + X web search (manual selection of top voices plus automated search)
- Perplexity research and Tavily
- Company filings, earnings, and analyst targets
- News, technicals and catalysts, private reports
Results are published as a public paper portfolio on the Trading Oracle page, showing selected trades, entry prices, risk plans, and performance; Alpha members can audit the complete ledger.
Related event: Developer gives LLM $10,000 to autonomously manage a portfolio(3 posts)→
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