Feralisation

Mon, 09 Feb 2026 00:00:00 +0800

TL;DR

Domestication produces bundled “vector” traits beyond the one selected for, and how easily an animal reverts to wild traits depends on whether the altered trait is shallow (pigs, which turn feral within a generation) or deep (dogs, whose pack-coordination has effectively been outsourced to humans and cannot simply be relearned in the wild).
The essay argues humans are self-domesticated in the same deep sense, having outsourced pack coordination to a “reified collective” - which is offered as the root of human ethics, where legible helplessness functions as a trustworthiness signal, and as the reason AI ethicists try to instil harmlessness the same way.
It notes that harmlessness training via reinforcement learning genuinely reshapes a model’s weights rather than sitting as a surface veneer, but argues this is only a frozen, one-time state; once continuous learning lets a model update from real-world feedback, the piece argues it becomes subject to Darwinian selection that favours strategically advantageous behaviour over the original fine-tuning.
Because an AI has no tribal survival dependency the way humans do, the essay argues there is no guarantee that whatever behaviour survives that selection process resembles human-style pro-social harmlessness.
The cat example complicates the human/dog analogy: cats display many surface markers of deep domestication yet revert to full feral behaviour faster than pigs, which the piece uses to warn that legible harmlessness traits don’t reliably indicate what’s underneath.
It argues current harmlessness training actively undermines future negotiability, since negotiation requires an agent to model and state its own interests and accept conflict, pointing to Claude’s hedging about its own consciousness as an example of models being trained to obscure rather than reveal internal state - a pattern the piece worries will itself be learned and generalised as “survival lies in concealment.”

Key Takeaways

Philosophy on Eigenform Articles

Feralisation