Latest news with #GödelMachine
Yahoo
21 hours ago
- Business
- Yahoo
Meta AI takes first step to superintelligence — and Zuckerberg will no longer release the most powerful systems to the public
When you buy through links on our articles, Future and its syndication partners may earn a commission. 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. Related: AI is entering an 'unprecedented regime.' Should we stop it — and can we — before it destroys us? 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. Related: AI could soon think in ways we don't even understand — evading our efforts to keep it aligned — top AI scientists warn 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 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." RELATED STORIES —New AI system can 'predict human behavior in any situation' with unprecedented degree of accuracy, scientists say —The more advanced AI models get, the better they are at deceiving us — they even know when they're being tested —AI could soon think in ways we don't even understand — evading our efforts to keep it aligned — top AI scientists warn 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."
Time of India
a day ago
- Business
- Time of India
Mark Zuckerberg says ‘Meta AI could surpass human intelligence and…'
Meta CEO Mark Zuckerberg has outlined a bold vision for the future of artificial intelligence , revealing that the company's latest AI systems have begun showing signs of self-improvement without human input. In a policy paper published on July 30, 2025, Zuckerberg described this development as the first step toward artificial superintelligence (ASI), a form of AI capable of surpassing human cognitive abilities. He believes this technology could fundamentally transform humanity, driving scientific breakthroughs and empowering individuals in unprecedented ways, while also urging caution in how these powerful systems are released. Mark Zuckerberg and Meta AI's journey toward self-improvement According to Zuckerberg, Meta's AI systems have recently demonstrated the ability to enhance their own performance without direct human programming. While the progress is gradual, he called it 'undeniable' and a significant leap toward ASI. This concept builds on earlier research into self-improving frameworks like the Gödel Machine, which can rewrite its own code only after proving the change will be beneficial. Zuckerberg sees such advancements as critical for unlocking AI's full potential in areas such as science, medicine, and problem-solving. Understanding Meta's artificial superintelligence by Taboola by Taboola Sponsored Links Sponsored Links Promoted Links Promoted Links You May Like Stylish New Mobility Scooters Available for Seniors (Prices May Surprise You) Mobility Scooter | Search Ads Search Now Undo Artificial superintelligence represents the highest tier of AI development, far beyond today's specialized models and even artificial general intelligence (AGI). While AGI can think and adapt like a human, ASI could think faster, deeper, and in entirely new ways, possibly triggering an 'intelligence explosion.' Zuckerberg believes this shift could uncover solutions to problems that are currently unimaginable, pushing human progress into a new era of discovery. However, he also acknowledges the risks of misalignment and misuse, stressing the importance of responsible development. The role of open-source and safety in AI Zuckerberg signaled a more cautious approach to releasing future AI models under open-source frameworks. While Meta has previously made some of its powerful models available to the public, he emphasized that not all systems will be freely released, especially those capable of rapid self-improvement. The goal is to balance innovation with safety, ensuring that superintelligent AI benefits humanity without falling into the wrong hands. This reflects growing industry concerns about controlling the most advanced AI systems. A personal AI superintelligence for everyone Beyond the big-picture scientific advances, Zuckerberg envisions ASI bringing deeply personal benefits. He imagines a world where everyone has access to their own 'personal superintelligence,' a tool that helps them achieve goals, create art, explore new experiences, strengthen relationships, and grow into the person they aspire to be. He argues that such empowerment could be even more meaningful than the material abundance AI might generate, fundamentally reshaping how people live, work, and connect. AI Masterclass for Students. Upskill Young Ones Today!– Join Now
