Stage 4, if I understand Kegan correctly, just means you have a system. Any system. It can be completely bogus. The Buddhist systems are completely bogus, imo.
This strikes me as an algorithm that an optimal learning algorithm might still be able to figure out (there will be others for which it cannot do that). However, for an optimal general learning algorithm, we need to show that there is no *better* general learning algorithm.
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"We have dubbed the associated results NFL theorems because they demonstrate that if an algorithm performs well on a certain class of problems then it necessarily pays for that with degraded performance on the set of all remaining problems." https://ti.arc.nasa.gov/m/profile/dhw/papers/78.pdf …
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