Notes
Dated notes, newest first. A note from yesterday is evidence about today’s tree; a note from 2026-09-21 is history. Nothing here is maintained — each file is what was believed on its date, with the measurements attached.
- 2026-09-07 · minicpm5 dormouse direction —
docs/research/2026-09-07-minicpm5-dormouse-direction.md - 2026-09-21 · per gb sota —
docs/research/2026-09-21-per-gb-sota.md - 2026-09-25 · nasa burn rust practices —
docs/research/2026-09-25-nasa-burn-rust-practices.md - 2026-09-27 · adaptive depth safe —
docs/research/2026-09-27-adaptive-depth-safe.md - 2026-09-27 · adopt vs port —
docs/research/2026-09-27-adopt-vs-port.md - 2026-09-27 · cublas integration poc —
docs/research/2026-09-27-cublas-integration-poc.md - 2026-09-27 · domain anchors —
docs/research/2026-09-27-domain-anchors.md - 2026-09-27 · engram reenable —
docs/research/2026-09-27-engram-reenable.md - 2026-09-27 · kda sota ceiling —
docs/research/2026-09-27-kda-sota-ceiling.md - 2026-09-27 · oracle audit —
docs/research/2026-09-27-oracle-audit.md - 2026-09-27 · pkm engram deepseek —
docs/research/2026-09-27-pkm-engram-deepseek.md - 2026-09-27 · pytorch baseline —
docs/research/2026-09-27-pytorch-baseline.md - 2026-09-27 · scale ladder —
docs/research/2026-09-27-scale-ladder.md - 2026-09-29 · res attn —
docs/research/2026-09-29-res-attn.md - 2026-09-29 · res factor —
docs/research/2026-09-29-res-factor.md - 2026-09-29 · res optimizer —
docs/research/2026-09-29-res-optimizer.md - 2026-09-29 · res simplify —
docs/research/2026-09-29-res-simplify.md - 2026-09-29 · res tracks3 —
docs/research/2026-09-29-res-tracks3.md - 2026-09-30 · alphaxiv answers batch 1 —
docs/research/2026-09-30-alphaxiv-answers-batch-1.md - 2026-09-30 · attnres gate falsification —
docs/research/2026-09-30-attnres-gate-falsification.md - 2026-09-30 · attnres integration —
docs/research/2026-09-30-attnres-integration.md - 2026-09-30 · cross process repro —
docs/research/2026-09-30-cross-process-repro.md - 2026-09-30 · state carry defect —
docs/research/2026-09-30-state-carry-defect.md - 2026-10-01 · alphaxiv answers batch 3 —
docs/research/2026-10-01-alphaxiv-answers-batch-3.md - 2026-10-01 · alphaxiv answers batch 4 —
docs/research/2026-10-01-alphaxiv-answers-batch-4.md - 2026-10-01 · spectral inventory —
docs/research/2026-10-01-spectral-inventory.md - 2026-10-07 · technology super research —
docs/research/2026-10-07-technology-super-research.md - 2026-10-11 · 022 reads unwritten memory —
docs/research/2026-10-11-022-reads-unwritten-memory.md - 2026-10-11 · alodlm fang et al —
docs/research/2026-10-11-alodlm-fang-et-al.md - 2026-10-11 · deepseek v41 flash kv compression —
docs/research/2026-10-11-deepseek-v41-flash-kv-compression.md - 2026-10-11 · recurrence equivalence —
docs/research/2026-10-11-recurrence-equivalence.md - 2026-10-15 · 1b tech verification —
docs/research/2026-10-15-1b-tech-verification.md - 2026-10-15 · agentic post training —
docs/research/2026-10-15-agentic-post-training.md - 2026-10-15 · data strategy —
docs/research/2026-10-15-data-strategy.md - 2026-10-15 · mimo rl notes —
docs/research/2026-10-15-mimo-rl-notes.md - 2026-10-15 · torch spike —
docs/research/2026-10-15-torch-spike.md - 2026-10-15 · tsct super kernel —
docs/research/2026-10-15-tsct-super-kernel.md - 2026-10-16 · budget savers —
docs/research/2026-10-16-budget-savers.md - 2026-10-16 · data mixing —
docs/research/2026-10-16-data-mixing.md - 2026-10-16 · jepa dspark alternatives —
docs/research/2026-10-16-jepa-dspark-alternatives.md - 2026-10-16 · jepa into dormouse —
docs/research/2026-10-16-jepa-into-dormouse.md - 2026-10-16 · long context 1m recipe —
docs/research/2026-10-16-long-context-1m-recipe.md - 2026-10-16 · muon orthogonalization cost —
docs/research/2026-10-16-muon-orthogonalization-cost.md - 2026-10-16 · new tech scan —
docs/research/2026-10-16-new-tech-scan.md - 2026-10-16 · one button pipeline —
docs/research/2026-10-16-one-button-pipeline.md - 2026-10-16 · sf muon —
docs/research/2026-10-16-sf-muon.md - 2026-10-16 · token skipping —
docs/research/2026-10-16-token-skipping.md - 2026-10-17 · muon variants —
docs/research/2026-10-17-muon-variants.md - 2026-10-17 · olmo core ideas —
docs/research/2026-10-17-olmo-core-ideas.md - 2026-10-18 · act4 —
docs/research/2026-10-18-act4.md - 2026-10-18 · compile moe —
docs/research/2026-10-18-compile-moe.md - 2026-10-18 · data capacity —
docs/research/2026-10-18-data-capacity.md - 2026-10-18 · patch size —
docs/research/2026-10-18-patch-size.md - 2026-10-18 · ram offload —
docs/research/2026-10-18-ram-offload.md - 2026-10-18 · self play —
docs/research/2026-10-18-self-play.md - 2026-10-18 · throughput leftovers —
docs/research/2026-10-18-throughput-leftovers.md