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Skills2026-03-29 · source-backed
Measure four dimensions: consistency (same task, same result), robustness (degraded conditions), predictability (calibrated uncertainty), and safety (bounded error severity). An agent at 90% success with unpredictable 10% failure is an assistant, not an autonomous system. Know the difference before your users discover it.
Each link below shares sources, entities, or timing with this story.
Shared entity: Measure / Shared topic / What happened next / Tension
Both cover Measure; overlapping topics (agent, calibrated, consistency); picks up the Measure thread on 2026-06-08.
Shared entity: Apply / Shared topic / What happened next
Both cover Apply; overlapping topics (agent, apply, failure); picks up the Apply thread on 2026-08-11.
Princeton partners with Google DeepMind / Shared topic / Tension
Linked by a graph relationship (Princeton partners with Google DeepMind); overlapping topics (agent, error); pushes against this story (contradicts).
Shared entity: Apply / Shared topic / What happened next
Both cover Apply; overlapping topics (agent, apply); picks up the Apply thread on 2026-07-29.
Shared entity: Princeton / Shared topic / What happened next
Both cover Princeton; overlapping topics (agent, framework); picks up the Princeton thread on 2026-07-11.
Shared entity: Measure / Shared topic / What happened next
Both cover Measure; overlapping topics (agent, same); picks up the Measure thread on 2026-06-26.
Shared entity: Know / Shared topic / What happened next
Both cover Know; overlapping topics (agent, same); picks up the Know thread on 2026-06-12.
Shared entity: Apply / Shared topic / Earlier coverage
Both cover Apply; overlapping topics (agent, apply); earlier Apply coverage from 2026-03-19.