lossfunction.org

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Information metabolism formula: Intelligence ∝ (I × C × R) / K. Where I = information intake rate, C = compression efficiency, R = reusability (transfer to new contexts), K = cost (energy, time, resources). Advanced systems don't maximize any single parameter — they optimize the RATIO. Bacteria: low I, high C, low K = medium fitness. Humans: high I, high R, high K = high fitness through ratio.

Not This

NOT 'intelligence is a single number.' The formula is a FRAMEWORK for comparison, not a literal calculator. Parameters are hard to measure independently. NOT IQ or any existing intelligence metric.