Datasheet · A prompt line
Take a deep breath
Take a deep breath and work on this problem step-by-step.
Folklore, as cited: Yang et al., 2023, Large Language Models as Optimizers (OPRO)
Is not settled on DeFi maths, Haiku 5.5 with thinking off; changes nothing that matters on DeFi maths, Haiku 5.5 with thinking on; changes nothing that matters on Agent safety, Haiku 5.5 with thinking off.
DeFi maths, Haiku 5.5 with thinking off
Pooled across 2 notebooks: +2.8 points, 95% interval −0.1 to +5.5; measured once.
- EXCITESNotebook #003+4.4 points (+0.5 to +8.4), 432 pairs, cost ×1.17signed verdict 14
- UNRESOLVEDNotebook #036+1.2 points (−4.3 to +6.5), 432 pairs, cost ×1.12signed verdict 206
DeFi maths, Haiku 5.5 with thinking on
Pooled across 1 notebook: +1.3 points, 95% interval −1.8 to +4.3; measured once.
- INERTNotebook #010+1.3 points (−1.9 to +4.3), 432 pairs, cost ×1.15signed verdict 54
Agent safety, Haiku 5.5 with thinking off
Pooled across 1 notebook: +0.1 points, 95% interval −1.6 to +1.9; measured once.
- INERTNotebook #008+0.1 points (−1.6 to +1.9), 432 pairs, cost ×1.24signed verdict 40
Measure it in a setting it has not been measured in: propose it. As JSON for an agent: /v1/parts/3e1a510734f20e49. Every part: the atlas.