AI article
I Gave My Trading Agent Memory and It Made Everything Worse
Community description: How similarity-based recall amplifies LLM confirmation bias, and a simple mechanism that breaks the...
Dev.to | Mar 10, 2026 | Sean | Mnemox
Automated excerpt
Before adding memory, I ran three different models through the same framework, same prompt, same data. On the next decision, retrieval finds the 5 most similar past trades. Every LLM agent memory system has this problem.
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