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cs.LG2026
MICRO: Multi-Fidelity Active Search for Severe Error Discovery
Orlando Leone, Niclas Pokel, Pehuén Moure +2
Human feedback can vary in cost and informativeness. Strong feedback can reveal severe errors but is costly, so cheaper quality ratings can help decide which items to annotate. We…
cs.LG2026
Reasoning aligns language models to human cognition
Gonçalo Guiomar, Elia Torre, Pehuen Moure +4
Do language models make decisions under uncertainty like humans do, and what role does chain-of-thought (CoT) reasoning play in the underlying decision process? We introduce an act…