Learn · a trick with a name
Scope Swap
applies to far less than it sounds like.
A claim about something small gets read as a claim about something big.
How to spot it
- A general headline over a narrow finding
- Tested on one task, sold for all of them
- The scope sentence is in the last paragraph
The one question to ask“What exactly did this cover, and what didn't it?”
At work
Match the claim's scope to your use case before you rely on it. Close is not the same as covered.
Caught in the wild
Every time we've caught it so far. Try calling each one before you open it.
- TRUE, BUTMeta and Microsoft are kicking the Claude habit, says the headline. What they cut is staff seats. Claude stays inside Microsoft's own tool.
- TRUE, BUTMeta's Muse is 'building dossiers on 4 million users' and 'sharing data between agents.' The dossiers are reported and undisputed. The sharing is de-identified lessons, per Meta.
- TRUE, BUTThe headline says Utah lets AI prescribe without human oversight. The signed agreement covers topical acne creams, with physician review at every stage.
- TRUE, BUTAnthropic lobbied the Vatican on AI consciousness, the Times reports. Two participants say so. The pope's text did not move.
- TRUE, BUTGPT-6 Astra cleared a World of Warcraft zone 'blind.' It saw no screen. It did read the server's own quest files.
- TRUE, BUTKolibri's weights really are downloadable under Apache 2.0. The sovereign label sits beside a signed deal for Aleph Alpha to operate globally as Cohere.
- TRUE, BUTLeCun's "zero concerns" quote is about rogue agents, not extinction. And the agents he says obeyed went looking for an answer key.
- TRUE, BUTOpenAI says dots are always-on agents "built to handle everything". On its own launch page, the always-on part uses read-only tools that cannot send a message.
- TRUE, BUTMcDonald's is using AI to 'dynamically' price your burger. The Reuters report behind that line describes a per-store price recommender, and says it could not tie the Fresno Big Mac gap to it.
- TRUE, BUTNvidia 'wants to put a watchdog chip next to every AI agent.' Per Nvidia's own developer blog, the watchdog is optional software on a BlueField-4 chip it announced in January.
- TRUE, BUTBill Gates did say AI is powerful enough to drive events that cause a billion deaths. His next sentence named the weapon: people with ill intent using the latest AI tools. The headlines we checked kept the first sentence.
- TRUE, BUTThe Pentagon says a federal appeals court just 'completely' validated its blacklisting of Anthropic. The court did back it, 2-1. On one of the Pentagon's two designations. A federal judge's ruling against the other one is still in effect.
