<?xml version="1.0" encoding="utf-8"?>
<feed xml:lang="en-us" xmlns="http://www.w3.org/2005/Atom"><title>Simon Willison's Weblog: recursive-self-improvement</title><link href="http://simonwillison.net/" rel="alternate"/><link href="http://simonwillison.net/tags/recursive-self-improvement.atom" rel="self"/><id>http://simonwillison.net/</id><updated>2026-06-10T15:23:34+00:00</updated><author><name>Simon Willison</name></author><entry><title>Quoting Jeremy Howard</title><link href="https://simonwillison.net/2026/Jun/10/jeremy-howard/" rel="alternate"/><published>2026-06-10T15:23:34+00:00</published><updated>2026-06-10T15:23:34+00:00</updated><id>https://simonwillison.net/2026/Jun/10/jeremy-howard/</id><summary type="html">
    &lt;blockquote cite="https://twitter.com/jeremyphoward/status/2064595816875217362"&gt;&lt;p&gt;Easy solution to slow down recursive AI self improvement:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;The lab with the top-ranked model must agree THEY must not use it for working on frontier AI&lt;/li&gt;
&lt;li&gt;But everyone else should have access to it.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;By definition, this means the frontier doesn't advance.&lt;/p&gt;
&lt;p&gt;It also has the critical benefit of avoiding a dangerous power imbalance.&lt;/p&gt;
&lt;p&gt;Anthropic has chosen the &lt;em&gt;opposite&lt;/em&gt; of the safe path: they are allowing themselves, the current top lab, to use their top model for frontier AI research. They've said they'll sabotage others who try.&lt;/p&gt;
&lt;p&gt;This means the AI frontier advances, &amp;amp; power imbalance increases.&lt;/p&gt;
&lt;p&gt;(To be clear, &lt;em&gt;I&lt;/em&gt; don't think we should try to slow down recursive AI self improvement - I think we should open it up and democratize it as much as possible. My point is: if &lt;em&gt;you&lt;/em&gt; claim we should slow down, and you have the best model, you should ensure your org can't use it.)&lt;/p&gt;&lt;/blockquote&gt;
&lt;p class="cite"&gt;&amp;mdash; &lt;a href="https://twitter.com/jeremyphoward/status/2064595816875217362"&gt;Jeremy Howard&lt;/a&gt;, in a Twitter thread&lt;/p&gt;

    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/ai"&gt;ai&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/generative-ai"&gt;generative-ai&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/llms"&gt;llms&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/jeremy-howard"&gt;jeremy-howard&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/anthropic"&gt;anthropic&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/ai-ethics"&gt;ai-ethics&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/claude-mythos-fable"&gt;claude-mythos-fable&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/recursive-self-improvement"&gt;recursive-self-improvement&lt;/a&gt;&lt;/p&gt;



</summary><category term="ai"/><category term="generative-ai"/><category term="llms"/><category term="jeremy-howard"/><category term="anthropic"/><category term="ai-ethics"/><category term="claude-mythos-fable"/><category term="recursive-self-improvement"/></entry><entry><title>If Claude Fable stops helping you, you'll never know</title><link href="https://simonwillison.net/2026/Jun/10/if-claude-fable-stops-helping-you/" rel="alternate"/><published>2026-06-10T00:37:25+00:00</published><updated>2026-06-10T00:37:25+00:00</updated><id>https://simonwillison.net/2026/Jun/10/if-claude-fable-stops-helping-you/</id><summary type="html">
    
&lt;p&gt;&lt;strong&gt;&lt;a href="https://jonready.com/blog/posts/claude-fable5-is-allowed-to-sabotage-your-app-if-youre-a-competitor.html"&gt;If Claude Fable stops helping you, you&amp;#x27;ll never know&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
Jonathon Ready highlights one of the more eyebrow-raising details from the &lt;a href="https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdf"&gt;319 page system card&lt;/a&gt; for Fable 5 and Mythos 5. Here's a longer excerpt, highlights mine:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;In light of the ability of recent models to &lt;a href="https://www.anthropic.com/institute/recursive-self-improvement"&gt;accelerate their own development&lt;/a&gt;, we’ve &lt;strong&gt;implemented new interventions&lt;/strong&gt; that limit Claude’s effectiveness for requests targeting frontier LLM development (for example, on &lt;strong&gt;building pretraining pipelines, distributed training infrastructure, or ML accelerator design&lt;/strong&gt;). Using Claude to develop competing models already violates our &lt;a href="https://www.anthropic.com/legal/consumer-terms"&gt;Terms of Service&lt;/a&gt;, but enforcing this restriction through our safeguards avoids accelerating the actors most willing to violate these terms.&lt;/p&gt;
&lt;p&gt;Unlike our interventions for cybersecurity, biology and chemistry, and distillation attempts, &lt;strong&gt;these safeguards will not be visible to the user&lt;/strong&gt;. Fable 5 will not fall back to a different model. Instead, the safeguards will limit effectiveness through methods such as prompt modification, steering vectors, or parameter-efficient fine-tuning (PEFT). These interventions will not affect the vast majority of coding work. We estimate they will impact ~0.03% of traffic, concentrated in fewer than 0.1% of organizations.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;I believe this is the first time Anthropic have announced these kinds of silent interventions. The justification still feels pretty science-fiction to me - the linked article talks about "recursive self-improvement". I'm not at all keen on a model that silently corrupts its replies to questions about "ML accelerator design" purely to slow down research that might conflict with Anthropic's own goals!&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Update&lt;/strong&gt;: Anthropic &lt;a href="https://simonwillison.net/2026/Jun/11/anthropic-walks-back-policy/"&gt;walked back this policy&lt;/a&gt; in the face of widespread outrage from the research community.

    &lt;p&gt;&lt;small&gt;&lt;/small&gt;Via &lt;a href="https://news.ycombinator.com/item?id=48467896"&gt;Hacker News&lt;/a&gt;&lt;/small&gt;&lt;/p&gt;


    &lt;p&gt;Tags: &lt;a href="https://simonwillison.net/tags/ai"&gt;ai&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/generative-ai"&gt;generative-ai&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/llms"&gt;llms&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/anthropic"&gt;anthropic&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/claude"&gt;claude&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/ai-ethics"&gt;ai-ethics&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/claude-mythos-fable"&gt;claude-mythos-fable&lt;/a&gt;, &lt;a href="https://simonwillison.net/tags/recursive-self-improvement"&gt;recursive-self-improvement&lt;/a&gt;&lt;/p&gt;



</summary><category term="ai"/><category term="generative-ai"/><category term="llms"/><category term="anthropic"/><category term="claude"/><category term="ai-ethics"/><category term="claude-mythos-fable"/><category term="recursive-self-improvement"/></entry></feed>