Record predictions as quantified probabilities with explicit
Record predictions as quantified probabilities with explicit reasoning and resolution dates before outcomes are known, creating an external reference that defeats hindsight bias and enables calibration feedback.
Why This Is a Principle
This is a core principle derived from Hindsight Bias and Calibration Necessity (memory reconstruction and hindsight bias), Memory is reconstructive, not reproductive—humans rebuild… (memory as reconstructive), and Knowledge that exists only in tacit form degrades without… (tacit knowledge degrades). It prescribes the specific structure required for calibration feedback to function—quantification, timestamps, and external recording are the mechanism that makes miscalibration visible.
Source Lessons
Calibration requires feedback
You cannot improve the alignment between your confidence and your accuracy without external data that reveals the gap between what you believed and what actually happened. Calibration without feedback is guesswork about guesswork.
Record your calibration over time
A log of predictions and outcomes shows you exactly where your perception is off.
Externalize decisions not just information
The most valuable thing to capture is why you chose what you chose. Decisions decay faster than facts — and unlike facts, they cannot be reconstructed after the outcome is known.
Reconstruct context before making judgments
When evaluating past decisions reconstruct the context that existed at the time.
Written context prevents misinterpretation
Recording the context of a decision prevents future confusion about why you made it. Without a written record of the forces, constraints, and reasoning at the moment of choice, your future self — and everyone else — will reconstruct a fiction and call it memory.