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DeepMind's AI system AlphaGeometry able to solve complex geometry problems at a high level

Medial

Medial · 1y ago

DeepMind's AI system AlphaGeometry able to solve complex geometry problems at a high level

Google's DeepMind, along with researchers from New York University, has developed an AI system called AlphaGeometry that can solve complex geometry problems at a high level. Instead of using examples to teach the system how to prove theorems, they allowed it to train itself using a neural language model and synthesized millions of known theorems and proofs. AlphaGeometry performed on par with gold medalists at the International Mathematical Olympiad in solving 25 out of 30 problems. The researchers believe the system has the potential to expand to other domains beyond geometry.

Related News

DeepMind’s latest AI can solve geometry problems

Ycombinator

Ycombinator · 1y ago

DeepMind’s latest AI can solve geometry problems

DeepMind has developed AlphaGeometry, an AI system that can solve complex geometry problems as effectively as an International Mathematical Olympiad gold medalist. The system, which combines a neural language model with a symbolic deduction engine, outperformed the previous state-of-the-art system by solving 25 Olympiad geometry problems within the standard time limit. DeepMind created synthetic data by generating 100 million "synthetic theorems" and proofs to train AlphaGeometry from scratch. The results suggest that a hybrid approach combining symbol manipulation and neural networks could be an effective strategy for future general-purpose AI systems.

Google DeepMind’s new AI coding tool can solve complex math problems, design algorithms

Economic Times

Economic Times · 3m ago

Google DeepMind’s new AI coding tool can solve complex math problems, design algorithms

DeepMind's AI tool, AlphaEvolve, can solve complex math problems and design algorithms by utilizing large language models (LLMs) with automated evaluators for accuracy. It enhances Google's infrastructure, improving data center efficiency, chip design, and AI training. AlphaEvolve showed significant capability by improving solutions for mathematical problems in various fields, rediscovering or enhancing known solutions in 95% of cases. This advancement helps optimize operations such as matrix multiplication, reducing training time effectively.

Peter Thiel says AI will be 'worse' for math nerds than for writers

Business Insider

Business Insider · 1y ago

Peter Thiel says AI will be 'worse' for math nerds than for writers

Billionaire investor Peter Thiel believes that the expansion of artificial intelligence (AI) will have a more negative impact on math enthusiasts rather than writers. Thiel, known for co-founding PayPal and as a leading figure in the tech industry, stated that AI models are expected to be able to solve math problems at the level of the US Math Olympiad within three to five years. He argued that societies, including Silicon Valley, have been too biased towards math, highlighting the potential rebalancing effect of AI replacing certain roles in the field.

Quantum computing gets real: It could even shorten your airport connection

Livemint

Livemint · 1y ago

Quantum computing gets real: It could even shorten your airport connection

Quantum computers, which utilize the strange behavior of particles at the subatomic level, have the potential to revolutionize our lives. Unlike conventional binary systems, quantum computers use qubits, which can represent complex mixtures of zero and one. These machines can solve optimization problems that involve a massive number of possibilities, which would be impossible for classical computers to handle. Quantum computers have already shown their capabilities by outperforming the world's most powerful supercomputers in certain calculations. Although large-scale quantum computers are still at least a decade away, research and development in this field are paving the way for practical applications, from optimizing flight connections to solving complex scientific problems.

Bill Gates says AI won't magically solve problems that humans aren't already good at

Business Insider

Business Insider · 1y ago

Bill Gates says AI won't magically solve problems that humans aren't already good at

Bill Gates, a leading advocate for AI, acknowledges the strengths and weaknesses of the technology. He highlights its game-changing potential in sectors like pharmaceuticals and agriculture but acknowledges that it struggles with certain tasks that humans find easier. Gates emphasizes the need for data that embodies expertise, stating that AI can enhance forecasting models but won't solve all complex problems like human happiness. He also mentions AI's inability to check answers in complex math problems. Despite these limitations, Gates remains optimistic about the potential benefits of AI for humanity.

Happiest Minds Technologies teams up with AI firm Soroco

Economic Times

Economic Times · 1y ago

Happiest Minds Technologies teams up with AI firm Soroco

IT firm Happiest Minds Technologies has partnered with AI company Soroco to enhance organizations' ability to solve complex business problems, make data-driven decisions, and improve operational efficiency. The partnership aims to redefine the future of work with AI, leveraging Soroco's AI model Scout to identify hidden pain points and their impact on business outcomes. It seeks to help organizations improve operational processes, achieve cost savings, and ultimately drive growth.

Forget Chatbots. AI Agents Are the Future

Wired · 1y ago

Forget Chatbots. AI Agents Are the Future

Cognition AI, a startup, has developed an artificial intelligence program called Devin that can perform tasks typically done by software engineers. Devin not only generates code but also plans how to solve a problem, writes code, conducts testing, and implements it. The program has demonstrated its capabilities in handling various impressive tasks. However, the emergence of AI agents that can take action to solve problems also brings risks and potential failures. Google DeepMind is also developing AI agents, such as SIMA, which can perform complex tasks in video games and potentially be used outside of gaming applications.

Meta unveils biggest Llama 3 AI model, touting language and math gains

Economic Times

Economic Times · 1y ago

Meta unveils biggest Llama 3 AI model, touting language and math gains

Meta Platforms has released Llama 3, an AI model with 405 billion parameters that can converse in eight languages, write high-quality code, and solve complex math problems. The new model outperforms previous versions and rivals some paid models from competitors like OpenAI. The release of Llama 3 aligns with Meta's strategy to offer free models to developers, with CEO Mark Zuckerberg expecting future Llama models to surpass proprietary competitors by next year. Meta also plans to release multimodal versions of Llama 3 later this year, incorporating image, video, and speech capabilities.

If your startup doesn’t seem impossible at first, it’s not hard enough

TechCrunch · 1y ago

If your startup doesn’t seem impossible at first, it’s not hard enough

The paragraph is discussing the importance of startups solving complex problems and the necessity of their uniqueness and competitive advantage. It emphasizes that if a startup seems like an easy win, the founders may be overlooking something, and they should strive to solve seemingly impossible problems. The paragraph also mentions various cybersecurity news, including internet connectivity issues in Gaza and state-sponsored attacks on iPhones in India. Additionally, it highlights the launch of Apple's M3 chip lineup and leadership changes at Magic Leap.

BigPanda launches generative AI tool designed specifically for ITOps

TechCrunch · 1y ago

BigPanda launches generative AI tool designed specifically for ITOps

BigPanda has introduced Biggy, a generative AI tool aimed at helping IT operations personnel solve complex problems more efficiently. Biggy learns how a company operates by analysing vast amounts of IT-related data and comparing it to the current problem scenario. Users can interact with Biggy via a prompt box, and the tool generates responses based on the company's internal data and publicly available information. While the AI is not always perfect, it assists engineers in identifying potential solutions and provides automation where possible. This tool aims to streamline IT troubleshooting processes and enhance productivity.

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