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</p>
<p align="center">
<a href="https://mem0.ai/research"><strong>📄 Building Production-Ready AI Agents with Scalable Long-Term Memory →</strong></a>
<a href="https://mem0.ai/blog/mem0-the-token-efficient-memory-algorithm"><strong>📄 Building Production-Ready AI Agents with Scalable Long-Term Memory →</strong></a>
</p>
## New Memory Algorithm (April 2026)
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- **91.6 on LoCoMo** -- +20 points over the previous algorithm
- **93.4 on LongMemEval** -- +26 points, with +53.6 on assistant memory recall
- **64.1 on BEAM (1M)** -- production-scale memory evaluation at 1M tokens
- [Read the full paper](https://mem0.ai/research)
- [Read the full paper](https://mem0.ai/blog/mem0-the-token-efficient-memory-algorithm)
# Introduction