“The backing of these global financial institutions is a testament to the strength of our business and the resonance of our mission,” Krishna Rao, Anthropic’s finance chief, said in a statement.
The team turned AlphaEvolve loose on Google’s Borg cluster management system for its data centers. The AI suggested a change to the scheduling heuristics, which has been implemented to save Google 0.7 percent on its computing resources globally. For a company the size of Google, that’s a significant financial benefit.
AlphaEvolve may also be able to make generative AI more efficient, which is necessary if anyone is ever going to make money on the technology. The internal workings of generative systems are based on matrix multiplication operations. The most efficient way to multiply 4×4 complex-valued matrices was devised by mathematician Volker Strassen in 1969, and that held for decades, but DeepMind says AlphaEvolve has discovered a new algorithm that’s even more efficient. DeepMind has worked on this problem before with narrowly trained AI agents like AlphaTensor. Despite being a general AI, AlphaEvolve came up with a better solution than AlphaTensor.
Google’s next-generation Tensor processing hardware will also benefit from AlphaEvolve. DeepMind reports that the AI created a change to the chip’s Verilog hardware description language that dropped unnecessary bits to increase efficiency. Google is still working to verify the change but expects this to be part of the upcoming processor.
In this episode, Dr. Michael Levin, Distinguished Professor of Biology at Tufts University, joins Nathan to discuss embodied minds, his research into limb regeneration and collective intelligence, cognitive light cones, and much more. Dr. Levin and the Levin Lab work at the intersection of biology, artificial life, bioengineering, synthetic morphology, and cognitive science.
LINKS: The Levin Lab and Dr. Michael Levin’s research: https://drmichaellevin.org/resources/ Dr Michael Levin’s blog: https://thoughtforms.life/about/ Tufts University Faculty Profile: https://as.tufts.edu/biology/people/f… Levin @ Wyss Institute: https://wyss.harvard.edu/team/associa… Dr. Levin’s Research on Limb Regeneration: https://news.uchicago.edu/how-bioelec… SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention “Cog Rev” for 10% off www.omneky.com NetSuite has 25 years of providing financial software for all your business needs. More than 36,000 businesses have already upgraded to NetSuite by Oracle, gaining visibility and control over their financials, inventory, HR, eCommerce, and more. If you’re looking for an ERP platform ✅ head to NetSuite: http://netsuite.com/cognitive and download your own customized KPI checklist. X/SOCIAL @labenz (Nathan)@drmichaellevin (Michael) @CogRev_Podcast TIMESTAMPS: (00:00) Preview (01:07) Intro and brief summary (05:40) Xenobots, anthrobots and the other creatures created by Mike Levin (09:39) Bioelectric memory rewriting (15:01) Sponsor | BraveSearch API (16:09) The difficulty of conducting simulations, which involve running forward passes to predict and alter electrical patterns (20:30) The concept of backpropagation and mode switching in AI models (23:06) Why humans do not regenerate their limbs (37:10) Sponsor | Netsuite (39:40) Learning from small and biological systems onto the concept of possible emergence (45:16) The criticality of multiple scale questions and would a single scale? (55:49) The concept of the cognitive light cone (59:43) Advice on habits of mind and suggestions for inspiration on the AI side (1:13:36) Mike’s suggested directions for the AI developers (1:24:49) Wrap & Sponsor | Omneky The Cognitive Revolution is produced by Turpentine: a media network covering technology, business, and culture. Producer: Vivian Meng Editor: Graham Bessellieu For sponsor or guest inquiries, email: vivian@turpentine.co Music licenses: ABZUSWHJII08TSRH 376I29BQPJASOLX2 Michael Levin @ Wyss Institute: https://wyss.harvard.edu/team/associa… Dr. Levin’s Research on Limb Regeneration: https://news.uchicago.edu/how-bioelec…
SPONSORS: The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api.
Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data. Mention \.
Hundreds of thousands of Americans are now at risk of identity theft and fraud after a major data breach at a human resources firm.
In a new filing with the Office of the Maine Attorney General, Maryland-based Kelly Benefits says it has discovered a significant cybersecurity incident impacting 413,032 people.
The company says an internal investigation revealed that an unknown entity gained unauthorized access to its database and stole sensitive customer information, including names, dates of birth, Social Security numbers, tax ID numbers, medical and health insurance records and financial account datasets.
Figure AI, the robotics company aiming to build the first commercially viable humanoid worker, recently announced it secured a staggering $675 million in funding from some of the biggest names in tech and venture capital, including Jeff Bezos, Microsoft (NASDAQ:MSFT), Nvidia (NASDAQ:NVDA), OpenAI, and Intel (NASDAQ:INTC). Now valued at $2.6 billion, the San Jose, California-based startup is in talks with United Parcel Service (NYSE:UPS) to integrate its humanoid robots into the global shipping g
Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed a novel artificial intelligence (AI) model inspired by neural oscillations in the brain, with the goal of significantly advancing how machine learning algorithms handle long sequences of data.
AI often struggles with analyzing complex information that unfolds over long periods of time, such as climate trends, biological signals, or financial data. One new type of AI model called “state-space models” has been designed specifically to understand these sequential patterns more effectively. However, existing state-space models often face challenges—they can become unstable or require a significant amount of computational resources when processing long data sequences.
To address these issues, CSAIL researchers T. Konstantin Rusch and Daniela Rus have developed what they call “linear oscillatory state-space models” (LinOSS), which leverage principles of forced harmonic oscillators—a concept deeply rooted in physics and observed in biological neural networks.
China conducted a secret weapon test that has caught the US intelligence community off guard. Back in August, China lit up the sky when it tested a nuclear-capable hypersonic missile, which travels faster than the speed of sound. The global shipping supply crisis might affect Christmas, thanks in part to China’s power shortage. And a man in Jiangsu Province takes drastic measures after his daughter fails to solve a math problem correctly. Watch this episode of China Uncensored for that and more of this week’s China news headlines.
Jack ma’s dirty secret | power struggle rips ant financial • jack ma’s dirty secret | power strugg…
China’s POWER SHORTAGE could cause economic collapse • china’s POWER SHORTAGE could cause ec…
Al is advancing faster than ever, and World is building the infrastructure to ensure humanity stays at the center of it.
At this year’s event, held in San Francisco, Alex Blania and Sam Altman unveiled the next chapter in World’s mission:
To create proof of personhood at global scale, safeguard human identity in the age of Al, and expand access to a privacy-preserving financial ecosystem built for everyone.
- World’s US launch — Next-gen Orb and Orb Mini — World ID partnerships with Razer and Match — World App 4.0 — World Card with Visa — Path to full decentralization.
AI is advancing faster than ever, and World is building the infrastructure to ensure humanity stays at the center of it.
A research team from the Skoltech AI Center proposed a new neural network architecture for generating structured curved coordinate grids, an important tool for calculations in physics, biology, and even finance. The study is published in the Scientific Reports journal.
“Building a coordinate grid is a key task for modeling. Breaking down a complex space into manageable pieces is necessary, as it allows you to accurately determine the changes in different quantities—temperature, speed, pressure, and so on,” commented the lead author of the paper, Bari Khairullin, a Ph.D. student from the Computational and Data Science and Engineering program at Skoltech.
“Without a good grid, calculations become either inaccurate or impossible. In physics, they help model the movement of liquids and gases, in biology, tissue growth and drug distribution, and in finance, they predict market fluctuations. The proposed approach opens up new possibilities in building grids using artificial intelligence.”
Human cyborgs are individuals who integrate advanced technology into their bodies, enhancing their physical or cognitive abilities. This fusion of man and machine blurs the line between science fiction and reality, raising questions about the future of humanity, ethics, and the limits of human potential. From bionic limbs to brain-computer interfaces, cyborg technology is rapidly evolving, pushing us closer to a world where humans and machines become one.
