- [KNP altai work](knp-mnist-altai-work.md) — MNIST + objects state, this machine is the stand, git setup, results, next steps - [Inference on platform](all-on-platform.md) — user: recognition fully in KNP/AltAI, training may be offline; demo = UAV object recognition, live - [KNP MNIST low recall](knp-mnist-low-recall.md) — blifat silence cause (frozen additional_threshold), inference-threshold fix (2026-10-12) - [KNP WSL build state](knp-wsl-build-state.md) — what's built where, CPU/GPU, build gotchas (2026-10-07; check before trusting) - [KNP reference links](knp-reference-links.md) — GitHub, Kaspersky neuro site, ai-cert, Altai chip page