newsReddit r/MachineLearningTrust 52 · CommunityPublished 1mo agoLive · 1mo ago
The biggest problem with AI memory isn't recall—it's stale facts [P]
Built a temporal knowledge graph for Claude Code memory (Graphiti + FalkorDB) — remembers what changed, not just what was said I've been experimenting with "AI memory" for coding agents, and I kept running into the same limitation: Most memory systems remember text , not facts . A vector store can usually retrieve "Marco leads Solaris" because it's semantically similar, but it st
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- PossiblePossibly related (embedding) · 66%Memory as a Controlled Process: Learned Adaptive Memory Management for LLM Agents →
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- PossiblePossibly related (embedding) · 63%ardhaecosystem/synapse →
- PossiblePossibly related (embedding) · 55%teolex2020/aura-memory →
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repoteolex2020/aura-memoryrepoyantrikos/yantrikdb-mcprepoarchit15singh/memorirepoDataojitori/nocturne_memoryrepoafx-team/hebb-mindrepoomega-memory/omega-memoryrepomkupermann/throughlinepaperMemTrapBench: Benchmarking Cognitive Traps in LLM Memory Userepomajor7apps/pensyverepoRichmondAlake/memorizzrepozircote/subcogrepoMemMachine/MemMachinerepojo-inc/pi-mempaperSupra Cognitive Modes: A Routed Architecture for Agent MemorypaperRUMBA: Russian User Memory BenchmarkpaperRippleMem: From Isolated Retrieval to Associative Recollection for Long-Term Agent Memoryrepocaspianmoon/memoripyrepodarks0l/rememrepolinggen/linggen-memoryrepomemoket/memoket-kitepaperCABLE: Extending the Reach of Memory Retrieval via Complementary Antecedent-Based Linking and Expansionrepohermes-labs-ai/fidelisreponeo4j-labs/meta-knowledge-graphpaperDoes Your Agent's Memory Survive a Model Upgrade? A Controlled Study of Memory Portabilityrepotinyhumansai/tinycortexrepoAstrix-Labs/papezrepoqyiun666/MemHoprepoyifanfeng97/ontomem
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