KARL conditions a tokenizer on a target reconstruction loss and learns halting probabilities that produce an adaptive token count in a single forward pass.
A formal definition of intelligence based on an intensional variant of algorithmic complexity
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Single-pass Adaptive Image Tokenization for Minimum Program Search
KARL conditions a tokenizer on a target reconstruction loss and learns halting probabilities that produce an adaptive token count in a single forward pass.