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Metacognition research, practical guides, and product updates from the MindFrame team.
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Calibration is the alignment between your confidence and your accuracy. A well-calibrated person who says they're 80% confident is right about 80% of the time. Most people are wildly miscalibrated — and don't know it.
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High intelligence correlates with faster pattern recognition — but also with more sophisticated rationalisation of incorrect beliefs. Metacognition is the countermeasure.
The popular framing — that incompetent people are overconfident — misrepresents the original research. Here's what the data actually shows, and why the nuance matters.
Books on decision-making don't improve decisions. Deliberate practice with feedback does. Here's what that looks like — and why the feedback loop is everything.
Expressing uncertainty as a range rather than a point estimate makes you more accurate, more trusted, and more useful. It's also a trainable habit.
There are 200+ named cognitive biases — but most of them are edge cases. These 5 are the ones consistently linked to consequential errors in professional and personal decisions.
MindFrame uses Claude to read your reasoning text and score it on a 0–10 scale, independent of whether your answer was correct. Here's how we built it and why it matters.
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