The 2024 LLM trading edge is gone. In 2026 the only moat is the adaptation loop. Here’s the evidence, the diagrams and the roadmap.
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Excel Copilot Built Me a Trading Strategy in 90 Seconds — Here’s Why That’s the Most Dangerous Demo in Finance
We asked Excel Copilot to backtest a VTI strategy. It delivered Sharpe 0.67 in 90 seconds. Here’s why deploying it would be reckless.
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