Learn · a trick with a name
Moved Ruler
two methods, two answers, one of them quoted.
When two honest methods give different answers, the one that gets quoted is rarely an accident.
How to spot it
- The same thing measured two ways in the source
- The headline picks the bigger or scarier result
- The method switch is buried in a footnote
The one question to ask“What does the other method say?”
At work
When a report gives a range, repeat the range. Picking one end is how you end up defending it later.
Caught in the wild
Every time we've caught it so far. Try calling each one before you open it.
- TRUE, BUTTwo trackers, one year, and a 30-point gap on how many layoffs are really about AI.
- TRUE, BUTMore than half of this year's layoffs got labeled 'AI-driven.' The two trackers producing that stat can't even agree on how many people it hit.
- TRUE, BUT205,000 layoffs blamed on AI in eight months. The firm that's counted this stuff since 1993 gets to less than half that number.
- TRUE, BUTAnthropic's revenue "run rate" just beat OpenAI's by $25 billion. The two companies don't even count revenue the same way, so nobody actually knows the real gap.
- TRUE, BUTAI now writes half of what goes into Linear. Teams tripled their pull requests. Linear itself says it has no idea if any of that helped.
- TRUE, BUTTwo new benchmarks agree: the best AI models in the world clear fewer than half of a hard benchmark of real analyst tasks. Claude Fable 5 tops the frontier at 49.2%. The context is who built the tests, and who sells the fix.
- TRUE, BUTThe coding number everyone quotes says AI has nearly solved software engineering: Claude Opus 5 scores 96% on SWE-bench Verified. Move to the benchmark built to resist contamination and the top model sits at 80.3%, and GPT-5.6 Sol lands at 64.6%.
- TRUE, BUTAnthropic built a benchmark to detect when its AI crosses a dangerous capability threshold. That benchmark has saturated. It can no longer measure what it was built to catch, at the exact moment the company says it sees early signs of the acceleration it was looking for.
- TRUE, BUTThe White House's own science advisor says companies are blaming AI for layoffs they would have done anyway because it plays better in the press. Early in 2026, 7 percent of layoffs cited AI. By summer, 54 percent did. The count hit 205,000 workers in under eight months.
- TRUE, BUTGPT-5.6 Terra scored 69.6 and 64.8 on the same benchmark this week. Nothing changed except whose chart it was.
- TRUE, BUTBloomberg says Alibaba's AI eclipses Meta and Google with 3 billion downloads. Alibaba released 460 models. Meta released 3. Do the division.
- TRUE, BUTFour scanners counted the same exposed AI agents. Their answers ranged from 21,639 to 220,000.