Behavioral Decision Intelligence — Framework Paper
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Research paper

Behavioral Decision Intelligence — the framework.

A short framework paper on what behavioural decision intelligence is, what it inherits from decision science and behavioural finance, and what EI ALGOS adds for self-directed traders.

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Abstract

The trader is the alpha — and the risk.

Two traders can run identical setups and get different results. The difference is not strategy — it is behaviour inside the strategy.

Behavioural decision intelligence is the applied intersection of decision science, behavioural finance and machine learning — measured against a trader's own log rather than against a market average. It answers a different question: not “what will the market do?” but “how well-aligned is this decision, given what we can measure right now?”

What it borrows

Decision science

From aviation, medicine and high-stakes operations: structured checklists, post-decision review, calibration training.

Behavioural finance

Documented cognitive biases — loss aversion, overconfidence, confirmation bias, anchoring — applied to trading.

Machine learning

Personal-baseline detection, pattern extraction from trade logs, adaptive scoring that learns from you.

What EI ALGOS adds