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    Home » ⚡️DeepMind’s AI Breakthrough
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    ⚡️DeepMind’s AI Breakthrough

    MasonBy MasonJuly 8, 2024Updated:July 8, 2024085 Mins Read
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    Hello, AI Enthusiasts!

    Buckle up for a wild ride through the AI landscape, from groundbreaking advancements by DeepMind to Elon Musk’s GPU-powered supercomputers.
    We’ve got Meta fixing photo labels, Apple spicing up Siri, and YouTube erasing copyrighted tunes faster than you can say “AI revolution.”Get ready to have your mind blown by the coolest AI news this side of Silicon Valley!

    TODAY’S AI News

    • DeepMind’s AI Breakthrough: 13x Faster, 10x Greener Than ChatGPT
    • Daily featured AIs boost your career and business.
    • Musk’s 350,000 GPU Supercomputers Revolutionize AI

    TODAY’S AI WORLD

    • Meta Fixes AI Mislabeling for Photos:Meta adjusts its AI labeling system to prevent authentic photos from being mislabeled as AI-generated, enhancing accuracy and transparency.
    • Apple Intelligence Boosts Siri in Spring 2025 Update:The upcoming iOS 18.4 update will include Apple Intelligence, enhancing Siri’s capabilities. Expected in spring 2025, the update aims to make Siri more efficient in performing tasks like retrieving specific information from photos.
    • YouTube tests AI audio eraser: YouTube released an updated “eraser” tool that allows creators to easily remove any copyright-protected background music from videos without affecting the dialogue or Any other audio including sound effects.
    • Musk’s X Platform to Supercharge Grok AI with Fresh Features:The X social platform is developing a number of features based on the xAI Grok model to provide a richer experience for X Premium subscribers. One of them is a Grok side panel similar to other generative AI chatbots. Users can communicate with the Grok bot while using any feature of the X platform.
    • Figure and BMW Team Up to Introduce Universal Robots in Auto Production:Figure’s humanoid robots are designed to automate difficult, unsafe or monotonous tasks in the manufacturing process, allowing workers to focus on skills and processes that cannot be automated, improving productivity and safety. The two parties will advance the cooperation through a milestone approach, initially identifying initial cases for application in vehicle production, and then gradually deploying Figure robots at BMW’s manufacturing plant in Spartanburg, South Carolina.

    Google

    DeepMind’s AI Breakthrough: 13x Faster, 10x Greener Than ChatGPT

    The GoogleDeepMind research team proposed a new method to speed up AI training – multi-modal contrastive learning and joint example selection (JEST), which greatly reduces the required computing resources and time.

    The Details

    • JEST Method: DeepMind’s JEST (Joint Example Selection) optimizes training by evaluating data in batches, improving speed and quality. The method outperforms current state-of-the-art models, requiring 13x fewer iterations and 10x less compute power.
    • Energy Efficiency: The technique is also 10x more energy efficient, reducing the energy required for AI training.
    • Environmental Impact: The efficiency gains help address AI’s high power requirements and reduce the environmental footprint of data centers.

    Why It Matters

    Whether pre-scoring the dataset using the JEST reference model or dynamically adjusting based on model needs through learnability scoring can be a more efficient alternative to a common base dataset. Of course, this approach still has certain limitations. Although JEST achieves both performance gains and training cost reductions, it still relies on small, carefully curated reference data sets, which specifies distributions that are prioritized in larger unmanaged data sets. .


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    Elon Musk

    Musk’s AI Empire: 350K Nvidia GPUs to Power Twin Supercomputer

    Image credit: Charles Liang

    Elon Musk’s supercomputers, featuring 350,000 NVIDIA GPUs and Supermicro’s liquid cooling, will revolutionize AI research with enhanced efficiency and sustainability.

    The Details

    • Massive GPU Count: Tesla’s Gigafactory supercomputer is expected to consume 130 megawatts initially. This consumption will expand to 500 megawatts within 18 months. Elon Musk’s new supercomputer will be equipped with 350,000 NVIDIA GPUs. These GPUs will power AI research and development. In addition to NVIDIA GPUs, Tesla’s supercomputer will also be equipped with proprietary AI hardware to support fully autonomous driving initiatives.
    • Tesla and xAI Project: The supercomputers are part of Musk’s Tesla and xAI initiatives to develop autonomous driving technology and AI chatbots.
    • Liquid Cooling Technology: Both supercomputers will use Supermicro’s advanced liquid cooling system. This system will improve efficiency and reduce energy consumption. It is estimated that the adoption of liquid cooling technology can significantly reduce the energy required for cooling. This reduction could potentially protect 20 billion trees.
    • Supermicro’s Ambitions: Supermicro aims to increase the adoption of direct liquid cooling from less than 1% to more than 30% within a year.

    Why It Matters

    With such significant computing resources, Musk’s project could accelerate the development of AI technology, particularly in the areas of autonomous driving and conversational AI, which have a wide range of applications.


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