KWBench: Measuring Unprompted Problem Recognition in Knowledge Work

Release an open-source evaluation suite for 'problem recognition.' This helps organizations identify if their internal LLM apps are actually solving problems or just executing blind tasks.

Suggested repo: kw-eval

"Does your AI just solve tasks, or does it understand the problem?"

Estimated effort: 40h