Assertion certainty 4/5 debate potential 2/5

Poetiq's autonomous prompt generation system produced unexpected, non-human prompt structures

Ian Fisher · The Powerful Alternative To Fine-Tuning · Y Combinator · Feb 27, 2026 · at 12:20

Ian Fischer, CEO of Poetiq, discusses examining the automated prompt engineering outputs produced by Poetiq's meta-system for the ARC-AGI benchmark.

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“It was pretty interesting to look at the prompt outputs in particular, I'd say, for ArcGi in that you know, I think you can read those and say, well, that's not what a human would have written. Pretty clearly. And it's, you know, there's some unexpected stuff and, you know, it made some really simple examples. And one of the examples is actually wrong, but we didn't change it.”

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