LLM usage-attribution research + mechanism-first comment sweep #1
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:feat/frank-dragoon-npu-lane
:feat/open-notebook-portal
:docs/radiance-prefill-decode-census
:docs/npu-tts-verdict
:fix/frank-archon-two-slots
:fix/frank-archon-cache-ceiling
:feat/frank-archon-radiance-181
:docs/vault-dedupe-okf-20261019
:chore/frank-zealot-mtp-reslice
:wt/20261017-181502
:docs/zealot-f16-measured-record
:fix/zealot-2x262144-f16-kv
:docs/openwebui-browser-kokoro-tts
:docs/frank-tts-voice-lore
:fix/frank-tts-default-voice
:docs/frank-tts-live
:docs/retire-cold-voice-ladder
:fix/frank-tts-warm-argv
:feat/frank-tts-engine
:feat/voice-pack-builder
:docs/tts-engine-trials
:chore/pr-attribution-trailer
:feat/open-notebook-podcast
:wt/20261015-040156
:wt/20261015-030408
:wt/20261013-180349
:wt/20261013-185330
:wt/20261009-204001
:wt/20261006-122204
:autoresearch/optimize-the-speed-of-frank-primary-make-it-fast-20261002
:autoresearch/iteratively-improve-the-decode-and-prefill-speed-20260929
:autoresearch/without-changing-the-quantization-or-checkpoint-20260927
:frank-large-strix-model
:feature/tiel-coder-flash-next
:feat/service-scoped-deploy
:deploy/searxng-provider-policy
:frank-default-large-q8agent-262144
:eemin-rocmi4-mtp-large
:frank-large-tune-ctx-batch-thinking
:tune-frank-small-context-163840
:vllm-qwen36
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Two commits:
cf6319adocs(operations): new reference page cataloguing every viable way to attribute fleet-LLM usage to a consumer — measured baseline (no identity on any endpoint; frank-zealot /metrics 501), seven identity layers, engine-native/gateway/tracing/network catalogs with citations, phased adoption plan. Linked from both indexes.2e86445comments: every comment that cited a named law, incident date, or internal nickname now states the underlying mechanism generically (curl exit-0 artifacts, argv-in-/proc, tag mutability vs digests, shape-specialized kernels, MTP as file tensors, drafter/slot coupling, pkill self-match, pinned-RAM/LimitMEMLOCK pairing, one-encoding-per-table, first-token noise floor, protected-expert rule). Comment/string text only, no behavior change../tests/run.sh: 371/371.
Pull request closed