    >  The problem with distillation attacks

I think it's worth stepping back here and pointing out the obvious. Y'all waging war on math. And I'm sorry, but that's the computing equivalent of legislating gravity.

Apologies for repeating myself here, but what you call "distillation" is function approximation.

I feel for the teams at Anthropic and Open AI, but unlike startups from prior eras; Anthropic and OpenAI have decided to be in the business of selling compute. Not creating a product that uses compute, but a product that's math running on compute. This is different from what Google is (or, rather was. As always, RIP Google 1998-2019).

Google's algorithm might be math, but Google search isn't. Google search is a process that's continuously operating in the background. Google crawls pages. Google stores and indexes what it finds. Google then exposes this to retrieval via its algorithm. User uses algorithm.

Now, let's compare that to AI models. When Anthropic serves Mythos / Opus etc, they're taking input or x from their user, doing compute, and then serving the result of the Mythos / Opus function, i.e.,

    f(text) -> (text_transform)

Where f is a continuous function, https://www.turing.ac.uk/sites/default/files/2025-11/languag...

According to Stone-Weierstrass, given enough values of y for f(x), anyone can approximate this function.

The fidelity and sophistication of this approximation definitely requires a lot of cleverness and effort, and it is arguably an imposition on Anthropic and OpenAI. But on a long-enough timeline, they don't even have to poll Anthropic or OpenAI. As the internet is flooded by PRs, content, emails written by Mythos / Claude, and just people otherwise sharing the results of Claude prompts, then there's an ever increasing set of data to approximate the f(x) that's f_Claude.

Eventually, in the future, anyone will be able to create a good enough approximation of the f_Mythos. Which is Anthropic's product.

Anthropic and OpenAI can now wage war on mathematics and the open-ended compute. Or, they can adapt and build a better product.

Choosing Option B was the Silicon Valley option / choice. I think the OG large-scale Valley lobbying effort, the Semiconductor Industry Association, was unique in that it prioritized and chose to do real research.

https://en.wikipedia.org/wiki/Semiconductor_Industry_Associa...

https://en.wikipedia.org/wiki/Semiconductor_Research_Corpora...

And this then helped the industry to survive and outcompete the pressure they were facing (at the time).

The Kimi K3 Moment