ProCreations/repro-simplemem-efficient-lifelong-memory-for-llm-agents

Verify SimpleMem Claim 6 with paired native Table 2 replay

claim 3: evaluate Theorem 3.1 closed forms vs simulation; claim 4: dedicated page for Corollary 3.2

remove the mislabelled claim-3 duplicate (now claim-5-one-shot-gcv-tuning)

relabel the mislabelled claim-3 one-shot-tuning page as claim 5 (Theorem 4.1)

claim 6: move curvature-test results onto their own page; restore the claim map

claim 6: Proposition 2.3 curvature test on BlogFeedback, Communities and Crime, Air Quality

claim 3: deterministic equivalents under general anisotropic covariance + deterministic signal

Add self-distillation deterministic-equivalent experiment

Claim 3: test the deterministic equivalents directly -- risk sd concentrates at n^-0.46..-0.70 while the means agree across an 8x range in n at fixed gamma

Map exact current anchored claims to existing independent evidence

Repurpose low-score audit: exact self-distillation reproduction

Update logbook: Repro - SimpleMem: Efficient Lifelong Memory for LLM Agents

Update logbook: Repro - SimpleMem: Efficient Lifelong Memory for LLM Agents

Update logbook: Repro - SimpleMem: Efficient Lifelong Memory for LLM Agents

initial commit