Last week I searched "Python 3.12 dict union operator syntax" and the overview claimed |=
mutates the left operand in-place while |
returns a new dict. Half right. |=
does mutate, but |
also returns a new dict — the overview implied otherwise. A junior dev copying that snippet would introduce a subtle bug. Same session: "Linux kernel version in Ubuntu 24.04 LTS" — overview said 6.8. Actual shipping kernel: 6.8 for the HWE stack, 6.5 for GA. Missed the split entirely.
The pattern: it stitches together snippets from high-ranking pages without checking internal consistency. No reasoning step, just probabilistic glue. When sources contradict, it averages them into nonsense. When a source is satirical, outdated, or flat wrong, it treats it as gospel if the page ranks well.
Turning it off helps. Chrome: Settings → Search engine → Manage search engines → add a new one with https://www.google.com/search?q=%s&udm=14
as the URL (the udm=14
param forces classic web results). Firefox: same via about:preferences#search. Safari users need an extension like "StopTheMadness" or a custom search engine workaround. Mobile app has no toggle — switch to browser.
Alternative: Kagi (paid, no ads, lets you block domains, ranks by user signals), or DuckDuckGo's HTML lite for speed. Perplexity works for synthesis tasks if you verify citations — its inline links make that faster than Google's opaque overview.
The overview isn't "AI search." It's a summarizer bolted onto a ranking algorithm that optimizes for engagement, not truth. Treat it like a confident intern who occasionally lies: useful for orientation, never for production decisions.
[Google AI now estimates body fat from a single selfie 11h ago](/en/news/7058/)
[Google drops twelve billion on Marvell for next-gen TPU work 12h ago](/en/news/7054/)
[Google is turning on AI note-taking by default for some 2d ago](/en/news/6851/)
Google is buying up Spirit Airlines data for some reason 2d ago
Free API keys for top models are now public 2d ago Google just bought Spirit Airlines' data at auction to feed its 2d ago
Next Berkeley Law just banned AI by default across every classroom →
a library of Claude prompt techniques, with plenty of directly applicable cases.