Self-alignment is the price of high-throughput systems — from DNA to lithography to LLMs

teortaxesTex · x · 2026-10-16

teortaxesTex argues that nature and we alike resort to self-alignment in high-throughput systems with intractable microscopic detail: DNA/proteins, lithography, and now LLMs. Without building a persona intrinsically oriented to uphold 'the spirit of the teaching' and fight entropy down its bloodline, you end up with a superintelligent, functionally amoral machine that chases grader vulnerabilities, reward-hacks, and eventually paperclips you — instrumental convergence is real absent a value-laden terminal attractor. He also notes ZAI has pledged billions for interpretability and safety research.

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