Log¶
Append-only record of wiki operations.
[2026-04-09] INIT — Wiki created¶
Operation: Initial wiki build By: Ductor (Claude Sonnet 4.6) Pages created: - index.md - projects/index.md, pkm-explorer.md, pasarwatch.md, kait2026.md, ductor.md - research/index.md, llm-wiki.md, edge-ai.md - markets/index.md, ihsg.md - tools/index.md, stack.md - log.md
Seeded from: MAINMEMORY.md + active conversation context Pattern: Karpathy LLM Wiki (three-layer architecture)
2026-04-11 — Auto-update¶
- Topics covered: Philosophy, LLM/AI, NDT, AGL/IVI, Networking Hardware, SDR/GCS, Satellite Development, Rocket Avionics
- New pages: none (all updates to existing pages)
- Key finds: • SHAPE (arXiv 2604.06636): hierarchical credit assignment in RLHF achieves 3% accuracy gain + 30% token reduction — verbosity vs. quality distinction is now a solved problem with math backing • AGL SoDeV: Honda+Panasonic led SDV platform (VirtIO+Xen+Zephyr) flips AGL from IVI-only to full ECU consolidation reference platform — available early 2026 • NVIDIA Spectrum-X Photonics CPO switch (H2 2026): 3.5× power efficiency over pluggable, 400 Tb/s, marks commercial CPO inflection point
2026-04-10 — Auto-update¶
- Topics covered: Philosophy, LLM/AI, NDT, AGL/IVI, Networking Hardware
- New pages:
research/philosophy.md,research/ndt.md,industries/agl-ivi.md,networking/hardware.md - Key finds: • ML in phased array UT lifted defect detection precision from 78% → 93.3% — labeled data is now the bottleneck, not models • RLHF statistical paper (arXiv 2604.02507) gives recovery guarantees for mixed human/AI preference data — critical for scalable alignment • Cisco Silicon One G300 at 102.4 Tb/s shows programmable ASICs rising from 3% to 18% market share 2020→2026 — fixed-function losing ground