AI Systems
Autonomous Agents Need Epistemology, Not Parameters
The bottleneck in autonomous agents is epistemic competence, not capability. Implementing uncertainty quantification reduced confidently wrong actions by 78%.
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AI Systems
The bottleneck in autonomous agents is epistemic competence, not capability. Implementing uncertainty quantification reduced confidently wrong actions by 78%.
Jul 07, 2026
AI Systems
After building NightShiftCrew, the lesson is clear: predictable outputs beat impressive but inconsistent ones every time.
Jan 08, 2026