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Recursive Self-Improvement

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When AI Builds Itself: Our progress toward recursive self-improvement

For most of AI’s history, humans drove every step in its development cycle. But at Anthropic, we are delegating a growing share of AI development to AI systems themselves, which is speeding up our work. Taken far enough, and given enough compute, that trend points to an AI system capable of fully autonomously designing and developing its own successor.

Hacker News 6d ago

Sakana AI's Recursive Self-Improvement (RSI) Lab

The Next Paradigm of Artificial Intelligence As the world enters the era of artificial intelligence, Japan has a unique opportunity to reclaim its position at the frontier of global innovation. However, to achieve global leadership in AI and scientific discovery, we cannot simply stick to the conventional approach of brute-forcing monolithic models. We must leapfrog the current paradigm.

Hacker News 4d ago

You don't need to worry about recursive-self-improving AI – yet

One of the world’s leading artificial intelligence companies has implored the industry to pause development on AI, because the latest models could be reaching a tipping point where they become capable of redesigning themselves, growing ever more powerful and finally escaping our control. At least, that’s what the headlines said. In truth, Anthropic’s co-founder Jack Clark and the boss of spin-out think-tank The Anthropic Institute, Marina Favaro, have published a long blog post bigging up...

New Scientist 1d ago

Anthropic urges AI development ‘pause’ and conversation about risks

US firm says it will convene policymakers, in post detailing progress of its Claude model towards ‘recursive self-improvement’Anthropic has floated the idea of a worldwide “temporary pause” on AI development – and said it was going to convene “policymakers” to discuss the dangers of advanced AI – in its latest release touting the capabilities of its products. In a long post on Thursday, Anthropic detailed the progress of its AI model, Claude, towards “recursive self-improvement” – that is,...

The Guardian Business 5d ago

From 0-to-1 to 1-to-N: Reproducible Engineering Evidence for MetaAI Recursive Self-Design

arXiv:2606.09663v1 Announce Type: new Abstract: Recursive self-design refers to AI-assisted modification of the mechanisms by which an AI system is built, evaluated, and improved. This paper treats MetaAI not as a mature paradigm, but as a working term for a human-seeded, AI-expanded development pattern in which the design space itself becomes a target of modification. We propose an operational evidence framework with four criteria: inspectable target system, meta-level modifier,...

arXiv CS 1d ago

Anthropic says AI labs need coordinated plan to halt development if risks rise

Anthropic says AI labs need coordinated plan to halt development if risks rise June 4 : Anthropic said on Thursday frontier AI developers should establish a coordinated, verifiable way to slow down or temporarily pause development if advanced systems begin improving themselves faster than society can manage the risks. AI that can build itself would be a major development in the history of technology, but "full recursive self-improvement also might increase the risks of humans losing control...

Channel News Asia 5d ago

Anthropic says the world should have option to ‘pause’ on AI

US firm says it will convene policymakers for discussion of dangers, in post detailing progress of its Claude modelAnthropic has floated the idea of a worldwide “temporary pause” on AI development – and said it was going to convene “policymakers” to discuss the dangers of advanced AI – in its latest release touting the capabilities of its products. In a long post on Thursday, Anthropic detailed the progress of its AI model, Claude, towards “recursive self-improvement” – that is, being able...

The Guardian Tech 5d ago

Superintelligence: The Idea That Eats Smart People (2016)

This is the text version of a talk I gave on October 29, 2016, at Web Camp Zagreb [video] (45 mins) SuperintelligenceThe Idea That Eats Smart People | | | In 1945, as American physicists were preparing to test the atomic bomb, it occurred to someone to ask if such a test could set the atmosphere on fire. This was a legitimate concern.

Hacker News 8d ago

Anthropic urges ‘temporary pause’ on AI development to discuss risks

Announcement that ‘policymakers’ need to be convened by US firm viewed as marketing ploy by some expertsAnthropic has floated the idea of a worldwide “temporary pause” on AI development – and said it was going to convene “policymakers” to discuss the dangers of advanced AI – in its latest release touting the capabilities of its products. In a long post on Thursday, Anthropic detailed the progress of its AI model, Claude, towards “recursive self improvement” – that is, being able to make...

The Guardian UK 5d ago

Anthropic urges ‘temporary pause’ on AI development to discuss risks

Announcement that ‘policymakers’ need to be convened by US firm viewed as marketing ploy by some expertsAnthropic has floated the idea of a worldwide “temporary pause” on AI development – and said it was going to convene “policymakers” to discuss the dangers of advanced AI – in its latest release touting the capabilities of its products. In a long post on Thursday, Anthropic detailed the progress of its AI model, Claude, towards “recursive self improvement” – that is, being able to make...

The Guardian World 5d ago