Autonomous Decision Making
Medium
- Category
- Excessive Agency
- Content
- Team disagreement cannot be resolved by data — parties are disagreeing about maps, not territory - A strategy, model, process, or org chart has not been reviewed in more than one planning cycle - "The data shows..." but the data is old, narrow, or from a proxy source - A metric is being optimized directly without asking whether it still maps to the underlying goal - An AI model's benchmark score, leaderboard rank, or internal "world model" is being treated as proof of real-world capability (AI adoption / AI hype) **Not when:** the map is demonstrably current and well-calibrated; decision is low-stakes; territory is stable and map is freshly validated.
- Confidence
- 75% confidence
- Finding
- Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
