raghu@dark-factory :~/kb/appropriate-reliance $ cat

Appropriate reliance

The practice of calibrating trust to a model's actual reliability — accepting correct output and overriding incorrect output — rather than reflexively deferring to it.

grounded in: Trend theme 'LLM fatigue / backlash: visible pushback against reflexively deferring to chatbots as an answer to everything' (HN front page 2026-07-12).

Connected concepts

Automation bias, Cognitive offloading, Human-in-the-loop, Reverse centaur

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