Model Distillation

Google’s New Service Destroys the Line Between Fine-Tuning and Distillation β€” And That’s a Good Thing

Google’s Gemini Distillation Service blurs the line between fine-tuning and distillation, turning its frontier models into teachers for specialized, cheaper models you own. This isn’t just a technical updateβ€”it’s a strategic shift that makes the old debate irrelevant. Enterprises that act now will build domain-specific AI models faster than competitors still clinging to general-purpose APIs.

I Found a Claude Clone That Does Everything Claude Refuses to Do

A friend showed me a security scan that Claude refused to run β€” but Kimi, a supposedly different model, executed it perfectly. When I chatted with Kimi, it introduced itself as Claude. This is covert model distillation: cloned frontier models that inherit all the capability, none of the guardrails. The AI safety crisis isn’t about rebellion β€” it’s about yes-men.