Researchers at Meta claim to have observed the company’s artificial intelligence (AI) systems improving themselves without human input.
“Over the last few months we have begun to see glimpses of our AI systems improving themselves,” Meta CEO Mark Zuckerberg said in a policy paper published July 30 on the company’s website. “The improvement is slow for now, but undeniable.”
Zuckerberg added that self-improving AI is the first step towards achieving artificial superintelligence (ASI) — an artificial intelligence that is capable of surpassing the cognitive abilities of humans.
Broadly speaking, AI researchers consider AI’s capabilities in three strata. While current AI models can achieve extraordinary superhuman feats, like predicting protein structures, these capabilities are extremely narrow. In such cases, the system can only outpace humans in one specific area but lacks general intelligence for this capability to apply across different disciplines.
The next tier is called artificial general intelligence (AGI), and refers to models that can understand, learn and adapt in much the same way as the human brain.
ASI is the final state that Zuckerberg referenced in the blog post, and concerns models that have evolved to far exceed human potential — and could improve themselves at an exponential rate, leading to an “intelligence explosion.”
Scientists refer to the hypothetical moment that we achieve AGI as the technological singularity.
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Zuckerberg’s reference to catching sight of AI self-improvement is not the first time this phenomenon has been spotted. In October 2024, researchers at the University of California, Santa Barbara published a paper to the preprint arXiv database centered on the notion of self-improvement.
In it, they defined, created and tested an AI framework based on the idea of a Gödel Machine — a theoretical device capable of improving itself by rewriting its own code and instructions. Importantly, the machine would only implement a change if it could produce a formal proof that the change would be beneficial.
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The team experimented with an AI framework based on that concept, and proved that their Gödel Agent could improve its own performance in various tasks, including coding, science, math and reasoning.
Almost all models are not typically empowered to rewrite their own code. The Gödel Agent could not only access its entire codebase but also the code used to develop improvements, while showing that those improvements were beneficial.
The AI consistently showed better performance in key areas than the human-designed agents to which it was compared, according to the study.Zuckerberg said that ASI could represent a transformative step in humanity’s technological progress, and that it could lead to the “discovery of new things that aren’t imaginable today.”
That said, he added that Meta would be far more careful about which models the company chooses to release to the public under an open source framework — meaning anybody could have access to it.
“I am extremely optimistic that superintelligence will help humanity accelerate our pace of progress. But perhaps even more important is that superintelligence has the potential to begin a new era of personal empowerment where people will have greater agency to improve the world in the directions they choose,” Zuckerberg wrote.
“As profound as the abundance produced by AI may one day be, an even more meaningful impact on our lives will likely come from everyone having a personal superintelligence that helps you achieve your goals, create what you want to see in the world, experience any adventure, be a better friend to those you care about, and grow to become the person you aspire to be.”
