alex_petrov

4 ms·

1. 1.▲
   by alex_petrov 6mo ago

   66.88%. 80.1%. 85%. 90.79%. 93%. 100%. These are all SOTA scores on agentic memory benchmarks. None of them tell you whether the system will work in production. The deeper problem isn't the data — it's that we often misunderstand
2. 2.▲
   Chasing AI Memory SOTA: Beating the Benchmark, Missing the Point(xmemory.ai)

   5 points by alex_petrov 6mo ago|1 comments
3. 3.▲
   by alex_petrov 6mo ago

   Thank you for your feedback! Our goal was to show the importance of structure for reliability, which is why we focused heavily on arguments around unstructured alternatives. However, we did share all the key architectural decisions and resu
4. 4.▲
   Xmemory: Benchmarking Structured AI Memory Against RAG and Hybrid RAG(arxiv.org)

   9 points by alex_petrov 6mo ago|2 comments