🤖 AI & Machine Learning

A Proposal to Finally Benchmark AI's Long-Term Memory Properly

AI memory systems promise the world, but their benchmarks are a joke. A new proposal demands real tests over months of chats—here's why it'll change everything.

theAIcatchup Apr 10, 2026 4 min read
Futuristic AI brain archiving timelines of conversations and facts

⚡ Key Takeaways

  • Current AI memory benchmarks like LoCoMo are riddled with errors and unfair comparisons. 𝕏
  • Proposal demands 2,400 questions from real 6-month conversations across 6 categories. 𝕏
  • Standard and open tracks ensure transparency; could ignite a memory benchmark revolution. 𝕏
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theAIcatchup

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#AI Evaluation #AI memory benchmark #long-term memory systems #memory benchmarks

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Originally reported by Dev.to

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