The model is the stale one
2026.162I pointed two frontier models at my own docs to see which one to pay for. Both flagged the correct, freshly-updated pages as stale -- the audit was poisoned by the thing being audited.
Llms
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llms
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Garbage context in, garbage code out
2026.066GIGO didn't go anywhere, it just moved up a level.
Hello world, printf
2026.047Every previous layer compressed the work. The newest one lets you skip the understanding.