France's Académie Goncourt dropped Thélyson Orélien's novel from its first selection, citing plagiarism and analyses that AI most likely wrote most of it. For anyone who sells AI checks, the case shows a likelihood score counting once a plagiarism record sat beside it.
Perspective Coverage
3 publishers
- Builder
- Builder 35%
- Operator
- Operator 48%
- Investor
- Investor 17%
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+20
- Incentives55
- Confidence60
The founder of a deepfake-detection firm verifies his wife's calls with a safeword
Two detection chief executives describe their own products as probabilities rather than verdicts. That is the constraint to design around before a score is allowed to fail a student or close an account.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+12
- Incentives72
- Confidence58
Substack hands its readers a button that scans your post for AI text
Fast Company reports that Pangram beats rival detectors in independent testing, without naming an error rate, and Substack, NewsGuard and an exam platform are already running it on writing whose authors never opted in.
Reality
- Evidence42
- Adoption58
- Hype gap+32
- Incentives66
- Confidence48
Hachette cancelled a novel after a startup's model scored it 78 percent AI
Pangram has 24 employees and a percentage that Substack now shows to readers, so publishers and prize juries are making irreversible calls on a number checked mainly in early independent tests, by a company that has since shipped a new model.
Reality
- Evidence42
- Adoption55
- Hype gap+38
- Incentives72
- Confidence48
AI text detectors are good enough to deploy. The appeals process is what nobody has written.
Cancer-journal editors are already catching undisclosed LLM use in peer review with commercial software. The unresolved question is what happens to a flagged researcher who says no.
Reality
- Evidence64
- Adoption68
- Hype gap+22
- Incentives74
- Confidence55