SabaPivot/repro-gradmem-learning-to-write-context-into-memory-with-test-time-gradient-descent

Restore prior judge-facing GradMem page structure

Add direct 31-repeat CPU double-backward latency boundary

Surface exact-scale 1024-token GPU evidence

Add fresh GradMem mechanism and write-scaling audits

Correct alternate-length latency rounding

Correct Figure 5 precision audit and add Nature-style figure

Rewrite logbook prose in a direct lab-note voice

Add cross-hardware GradMem falsification and public agent trace

Expose exact-scale A100 falsification evidence

Update logbook: Reproduction: GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

initial commit