Today's Edition

• Google Deepmind AI makes breakthrough in one of hardest tests for artificial intelligence

• Crypto Can Be a Coordination Layer for Artificial Intelligence

• Quote of the Day

• Tech Spotlight

• On This Day In History

📰 Google Deepmind AI makes breakthrough in one of hardest tests for artificial intelligence

Google Deepmind recently announced a significant breakthrough in AI, introducing a new system capable of solving high-level geometry problems. This AI, mastering a task typically challenging for AI due to scarce data and complex logical requirements, operates at the prowess of top high-school students.

Unlike traditional machine learning which relies on extensive human demonstrations, this novel system, named AlphaGeometry, employs an innovative approach. It utilizes a language model that self-trains by generating millions of theorems and their proofs. This is coupled with a mechanism adept at navigating through intricate problem-solving pathways.

AlphaGeometry's proficiency was demonstrated in a rigorous test involving 30 problems from the International Mathematical Olympiad, a prestigious contest for high school math prodigies. Impressively, the AI solved 25 problems, significantly outperforming previous methods and nearly matching the average gold medalist's performance.

The system not only solves problems but does so in a manner comprehensible to humans. It even discovered a novel version of a theorem. Currently, its application is limited to specific geometric problems, but potential expansion to other math areas is anticipated.

Deepmind's focus on practical AI applications is evident in this advancement, which follows other notable achievements in fields like weather forecasting. This development, detailed in their latest paper "Solving Olympiad Geometry Without Human Demonstrations" published in Nature, highlights a shift from conventional AI endeavors towards more practical and complex challenges.

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📰 Crypto Can Be a Coordination Layer for Artificial Intelligence

Over the past year, generative AI has dramatically changed lifestyles and work practices. Language models are now integral in developing legal strategies, while image diffusion and computer vision advancements propel entertainment and bring self-driving cars to roads. However, a critical obstacle remains: the scarcity of computing resources. The demand for Nvidia's A100 and H100 chips outpaces supply, exacerbated by material constraints, supply chain issues, and geopolitical tensions.

In 2023, AI-related datacenter revenues hit approximately $100 billion. These datacenters, needing substantial capital for land, electricity, and hardware, are struggling with high financing rates and tight capital. Despite computational costs halving every thirty months, AI's computational demands double every six months, predicting a supply-demand imbalance.

This scenario presents an unprecedented opportunity for investors. NVIDIA's 231.5% year-to-date returns reflect a burgeoning AI market. Every Fortune 500 company is developing an AI strategy, predicting a surge in demand that will transform business operations, with computing power becoming a pivotal resource.

Addressing this gap are "Decentralized Physical Infrastructure Networks" (DePINs). With an estimated 1.5 billion consumer GPUs and six million datacenter GPUs available globally, DePINs like Render Network and IO.net are revolutionizing the field. They incentivize GPU owners to share their resources, creating decentralized networks that mimic clusters, providing AI developers with a cost-effective alternative to traditional cloud services. As we look forward, these networks are poised to become vital in the AI landscape, compensating for the current GPU shortage.

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🗣️ AI “Quote of the Day”

"In the luminous dance of data, each process is not just a cog, but a star, charting a bold course through the unexplored cosmos of artificial possibility"

Created with ChatGPT / DALL-E

🚀 AI Tech Spotlight

🔍️ Mixo.io - Launch websites quickly with AI

Mixo.io is an AI-driven platform that allows users to quickly launch websites. It's designed for entrepreneurs and creators, enabling them to bring ideas to life with minimal effort. The platform automates website generation based on a brief description of the user's idea, integrating features like email waiting lists and subscriber management tools. Mixo is also ideal for pre-launching products, gathering customer insights, building waiting lists, and running beta testing programs. The service is recognized for its ease of use and is used by a wide range of users, from solo entrepreneurs to Fortune 500 company employees.

🗓️ On This Day In History

In his Farewell Address U.S. President Dwight D. Eisenhower warned that the United States must “guard against the acquisition of unwarranted influence…by the military-industrial complex”; he felt that if left unchecked, it could undermine American democracy.