Showing 1–3 of 3 · #reasoning

TESTS

How to test whether an AI model really reasons: the contradiction-trap eval

A planted contradiction, blind judges and zero partial credit. A step-by-step method for finding out whether a model tracks state or just sounds like it does.

MOMira OkaforNov 09 · 7 min

TESTS

What do reasoning tokens actually cost you? How to measure and control them

Hidden thinking tokens are billed like output and vary wildly by task. A practical audit to find where reasoning pays off and where it is burning money.

RKRafael KimOct 07 · 6 min

TESTS

Does "think step by step" help on short tasks?

Chain-of-thought helps a lot on maths and logic and very little on many everyday tasks. What the research says and how to check your own workload.

SPSana PatelAug 14 · 6 min