Issues

• Comparing notes on AML Cycle 2

  JingxuanC/causal-memory#34 · Filter by author GiulioDER opened on Sep 25, 2026
  3

• 【交流】长任务下如何保障agent会调用，并准确调用MCP功能

  JingxuanC/causal-memory#21 · Filter by author ice1311785187-code opened on Sep 2, 2026
  1

• Benchmark: public reproducible causal-memory eval harness with anti-cheat design

  enhancement
  JingxuanC/causal-memory#14 · Filter by author JingxuanC opened on Jul 27, 2026

• Research: offline utility estimation for causal edges during sleep (replay-based, not Rung-3)

  enhancement
  JingxuanC/causal-memory#13 · Filter by author JingxuanC opened on Jul 27, 2026

• Feedback loop: track whether retrieved memories were actually used

  enhancement
  JingxuanC/causal-memory#12 · Filter by author JingxuanC opened on Jul 27, 2026

• Data model: record intent and delayed downstream effects on decisions

  enhancement
  JingxuanC/causal-memory#11 · Filter by author JingxuanC opened on Jul 27, 2026

• Data model: claim layer with supersede-not-delete belief tracking

  enhancement
  JingxuanC/causal-memory#10 · Filter by author JingxuanC opened on Jul 27, 2026

• Consolidation: negative relations should not keep edges alive (orphan semantics)

  enhancement
  JingxuanC/causal-memory#9 · Filter by author JingxuanC opened on Jul 27, 2026

• Consolidation: multiplicative retention scoring + conjunctive forgetting in the sleep cycle

  enhancement
  JingxuanC/causal-memory#8 · Filter by author JingxuanC opened on Jul 27, 2026

• Retrieval: Markov blanket subgraph as the context-injection unit

  enhancement
  JingxuanC/causal-memory#7 · Filter by author JingxuanC opened on Jul 27, 2026

• Retrieval: depth-decayed causal graph expansion scoring with edge-type whitelist

  enhancement
  JingxuanC/causal-memory#6 · Filter by author JingxuanC opened on Jul 27, 2026