Hacker News Recap February 6th, 2026 | I now assume that all ads on Apple news are scams
Feb 7, 2026
A rapid rundown of scams lurking in Apple News ads and concerns about misleading advertising. A look at Waymo's predictive world model built from LiDAR and cameras. European findings that TikTok’s engagement design may break consumer protection rules. New York’s proposal to label AI-generated news. An open-source revival of Civilization III and a nostalgic interactive Hackers web experience.
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Ad Systems Prioritize Engagement Over Quality
- Apple News' ad system can prioritize engagement over ad quality, letting misleading ads slip through.
- This erosion of trust may push users to assume all in‑app ads are scams and harm legitimate advertisers.
Predictive World Models Improve AV Safety
- Waymo's world model uses sensor fusion and probabilistic reasoning to predict other agents' behavior.
- That predictive simulation improves safety but demands heavy real‑time compute resources.
Regulators Are Targeting Addictive Design
- European regulators found TikTok's endless scrolling and recommendation mechanics potentially manipulative under consumer laws.
- This signals stricter enforcement against persuasive design that harms user well‑being.