Two-layer memory for AI agents with an immune system. Zero dependencies.
Living memory for AI agents. Episodes compress into identity. Memory without grounding is amplification infrastructure. Persistent user memory profiles increase agent sycophancy 16–45% across models (Gemini 2.5 Pro at 45%, others lower). Production deployments accumulate 97.8% junk entries within weeks. Clinical research documents memory scaffolding delusions across sessions00396-7). The problem…
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Living memory for AI agents. Episodes compress into identity. Memory without grounding is amplification infrastructure. Persistent user memory profiles increase agent sycophancy 16–45% across models (Gemini 2.5 Pro at 45%, others lower). Production deployments accumulate 97.8% junk entries within weeks. Clinical research documents memory scaffolding delusions across sessions00396-7). The problem isn't memory — it's memory without an immune system. anneal-memory adds structural defenses at the…
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