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Updated README

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Jeffrey Ward
2026-07-25 09:59:04 -04:00
parent f4e3f5be0b
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@@ -320,9 +320,12 @@ tell you "PDF", just "this looks like something I was trained on, or not".
- **Artifact:** trained weights live in `model/classifier.jld2` (committed), so - **Artifact:** trained weights live in `model/classifier.jld2` (committed), so
the server just loads them at startup. Missing/unreadable ⇒ the server fails the server just loads them at startup. Missing/unreadable ⇒ the server fails
fast rather than run without classification. fast rather than run without classification.
- **Effect today:** *annotate-only*. The class is logged - **Effect today:** *active routing*. The class is logged
(`classification=known|unknown`) but every file still moves to `done/`; the (`classification=known|unknown`) and drives the pipeline split: `:known` files
classifier can't misroute real files while it's unproven. go to `known/` for metadata enrichment (stage 2), `:unknown` files go to
`unknown/` for content triage (stage 3). The class chooses the downstream
stage; what's still unproven is the model's *accuracy*, not whether the routing
path runs.
The architecture and byte→feature mapping are defined once in `src/model.jl` and The architecture and byte→feature mapping are defined once in `src/model.jl` and
shared by the trainer and the server, so they can't drift apart. shared by the trainer and the server, so they can't drift apart.