• About
  • Advertise
  • Privacy & Policy
  • Contact
Tech News, Magazine & Review WordPress Theme 2017
  • Home
  • News
    AI’s Impact on Philippines, the Call Center Capital of the World

    AI’s Impact on Philippines, the Call Center Capital of the World

    Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

    Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

    Ambient AI: A Game-Changer in Healthcare

    Ambient AI: A Game-Changer in Healthcare

    Recall: A Controversial AI Feature for Windows on ARM

    Recall: A Controversial AI Feature for Windows on ARM

    Fine-Tuning GPT-4o: Customization with OpenAI’s New Feature

    Fine-Tuning GPT-4o: Customization with OpenAI’s New Feature

    Anthropic Faces Copyright Lawsuit Over Claude AI Training

    Anthropic Faces Copyright Lawsuit Over Claude AI Training

    AI Model Collapse: Can AI Work Without Humans?

    AI Model Collapse: Can AI Work Without Humans?

    30% of GenAI projects will be abandoned: Gartner

    30% of GenAI projects will be abandoned: Gartner

    FLUX.1: A New Open-Source AI Image Generator

    FLUX.1: A New Open-Source AI Image Generator

  • Case Studies
    AI in Consulting: A BCG Case Study by Forbes

    AI in Consulting: A BCG Case Study by Forbes

    Generative AI in Document Processing Will Reduce Your Extraction Errors: A UiPath Case Study

    Generative AI in Document Processing Will Reduce Your Extraction Errors: A UiPath Case Study

    Santander Consumer Bank Leverages Robotic Process Automation (RPA) to Save $2M on Systems Migration

    Santander Consumer Bank Leverages Robotic Process Automation (RPA) to Save $2M on Systems Migration

    Robotic Process Automation (RPA) Empowers R1 RCM to Successfully Automate More Than 15M Tasks

    Robotic Process Automation (RPA) Empowers R1 RCM to Successfully Automate More Than 15M Tasks

    Dai-ichi Life Insurance Reports that They Saved Over 132000 Hours with Robotic Process Automation (RPA)

    Trending Tags

    • Blogs
    • Contact Us
    No Result
    View All Result
    • Home
    • News
      AI’s Impact on Philippines, the Call Center Capital of the World

      AI’s Impact on Philippines, the Call Center Capital of the World

      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      Ambient AI: A Game-Changer in Healthcare

      Ambient AI: A Game-Changer in Healthcare

      Recall: A Controversial AI Feature for Windows on ARM

      Recall: A Controversial AI Feature for Windows on ARM

      Fine-Tuning GPT-4o: Customization with OpenAI’s New Feature

      Fine-Tuning GPT-4o: Customization with OpenAI’s New Feature

      Anthropic Faces Copyright Lawsuit Over Claude AI Training

      Anthropic Faces Copyright Lawsuit Over Claude AI Training

      AI Model Collapse: Can AI Work Without Humans?

      AI Model Collapse: Can AI Work Without Humans?

      30% of GenAI projects will be abandoned: Gartner

      30% of GenAI projects will be abandoned: Gartner

      FLUX.1: A New Open-Source AI Image Generator

      FLUX.1: A New Open-Source AI Image Generator

    • Case Studies
      AI in Consulting: A BCG Case Study by Forbes

      AI in Consulting: A BCG Case Study by Forbes

      Generative AI in Document Processing Will Reduce Your Extraction Errors: A UiPath Case Study

      Generative AI in Document Processing Will Reduce Your Extraction Errors: A UiPath Case Study

      Santander Consumer Bank Leverages Robotic Process Automation (RPA) to Save $2M on Systems Migration

      Santander Consumer Bank Leverages Robotic Process Automation (RPA) to Save $2M on Systems Migration

      Robotic Process Automation (RPA) Empowers R1 RCM to Successfully Automate More Than 15M Tasks

      Robotic Process Automation (RPA) Empowers R1 RCM to Successfully Automate More Than 15M Tasks

      Dai-ichi Life Insurance Reports that They Saved Over 132000 Hours with Robotic Process Automation (RPA)

      Trending Tags

      • Blogs
      • Contact Us
      No Result
      View All Result
      askRPA
      No Result
      View All Result

      AlphaDev – DeepMind’s AI: Algorithms Beyond Human Limits

      Home News
      Share on FacebookShare on Twitter

      In a remarkable breakthrough, DeepMind, the AI research lab owned by Google, has leveraged the technology behind its renowned AlphaZero AI system to develop AlphaDev. This cutting-edge artificial intelligence system can generate sorting algorithms that surpass the speed of human-generated versions when translated into the widely-used programming language C++. These remarkable improvements in sorting speed hold significant implications for various applications, ranging from search engines to contact lists. Let us delve into the intricate details of this groundbreaking development and its potential impact on automation.

      AlphaDev

      Applying AlphaZero to Sorting Algorithms

      The ingenious researchers at DeepMind applied the principles of AlphaZero, which excelled in playing board games, to sorting numbers by size. They began their endeavor by creating algorithms for sorting small sets of three, four, or five numbers simultaneously. Although seemingly modest, these algorithms are pivotal in efficiently sorting for longer lists. AlphaDev operates at the assembly instruction level, enabling it to generate code that enhances the sorting speed in C++ before its translation into machine code.

      AlphaDev’s Decision-Making Process

      AlphaDev employs a unique blend of deliberation and intuition, reminiscent of its predecessor, AlphaZero. Rather than choosing moves, AlphaDev selects instructions to incorporate into AssemblyGame, termed by DeepMind engineers. By considering various possible actions and their subsequent outcomes, AlphaDev harnesses the power of neural networks to identify the most promising instructions. These neural networks continually update during training based on game outcomes while exploring different moves to avoid relying solely on the highest-rated option.

      Improving Speed and Correctness

      AlphaDev’s neural networks assess both correctness and speed to evaluate the performance of sorting algorithms. DeepMind’s adept team trained the system to determine the rate based on the number of instructions or processing time. AlphaDev’s best sorting algorithms demonstrated remarkable time savings from 4% to 71% compared to human-generated algorithms. However, when called upon to sort extensive lists multiple times, the cumulative time savings averaged around 1-2% due to unoptimized code sections.

      Beyond Sorting

      AlphaDev’s Expanding Applications

      The revolutionary capabilities of AlphaDev extend far beyond sorting algorithms. DeepMind researchers successfully applied AlphaDev to a data conversion algorithm, resulting in a striking 67% reduction in processing time compared to the standard version. Furthermore, AlphaDev’s hashing algorithm, pivotal for efficient data storage and retrieval, achieved an impressive 30% decrease in processing time. These remarkable results indicate the potential for AlphaDev’s application to a wide range of problems beyond sorting, amplifying its value in diverse domains.

      Unveiling AlphaDev’s New Tactics

      An in-depth analysis of AlphaDev’s algorithms uncovered two novel tactics: the AlphaDev swap move and the AlphaDev copy move. Analogous to AlphaGo’s Move 37, which astounded the human Go champion in 2016, these tactics showcase AlphaDev’s exceptional ability to unearth innovative strategies. These newfound tactics in AlphaDev’s sorting algorithms testify to the system’s remarkable capability to identify unconventional yet highly effective approaches.

      Tags: AIArtificial IntelligenceaskRPAAutoamtion NewsAutomation

      Recommended.

      Version 1 to acquire Automation Logic and Qubix

      Version 1 to acquire Automation Logic and Qubix

      May 22, 2024
      Why Automation is Essential for Your Business: A Guide to Choosing the Right Technology

      Why Automation is Essential for Your Business: A Guide to Choosing the Right Technology

      May 22, 2024

      Subscribe.

      Join askRPA’s weekly Automation Newsletter direct to your Inbox, Sign up now.

      Trending.

      AI in Consulting: A BCG Case Study by Forbes

      AI in Consulting: A BCG Case Study by Forbes

      July 10, 2024

      Gartner’s 2024 IT Spends & Trends Forecast Unsurprisingly Favors AI

      May 22, 2024
      Driving Innovation: Successful Center of Excellence Case Studies

      Driving Innovation: Successful Center of Excellence Case Studies

      May 22, 2024
      TuringBots and everything you should know about them

      TuringBots and everything you should know about them

      December 20, 2022
      IKEA Kreativ – How IKEA leveraged Artificial Intelligence (AI) for a better Customer Experience 

      IKEA Kreativ – How IKEA leveraged Artificial Intelligence (AI) for a better Customer Experience 

      December 2, 2022
      askRPA

      Be in the know with askRPA. Get valuable insights into the latest Automation News, Events, and Case Studies. Join a vibrant community passionate about RPA and Automation. Share, learn, and grow together!

      Follow Us

      Categories

      • Blogs
      • Case Studies
      • News
      • Uncategorized

      Blog Posts

      • Trending
      • Comments
      • Latest
      Is RPA dead? What does the future have in store for Robotic Process Automation?

      Is RPA dead? What does the future have in store for Robotic Process Automation?

      September 26, 2022
      Everest Group publishes the Robotic Process Automation (RPA) technology provider landscape – PEAK Matrix® assessment (2022) 

      Everest Group publishes the Robotic Process Automation (RPA) technology provider landscape – PEAK Matrix® assessment (2022) 

      May 22, 2024
      TuringBots and everything you should know about them

      TuringBots and everything you should know about them

      December 20, 2022
      The Integration of Process Mining and RPA: A Survey on Why CFOs Think it is  Profitable

      The Integration of Process Mining and RPA: A Survey on Why CFOs Think it is Profitable

      Semantic Automation, Robotic Process Automation, and Artificial Intelligence: The Next Generation of Automation

      RPA Sales All Set to Reach an Annual Growth Rate of 19.5% in 2022: Says Gartner

      RPA Sales All Set to Reach an Annual Growth Rate of 19.5% in 2022: Says Gartner

      AI’s Impact on Philippines, the Call Center Capital of the World

      AI’s Impact on Philippines, the Call Center Capital of the World

      August 29, 2024
      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      August 28, 2024
      Ambient AI: A Game-Changer in Healthcare

      Ambient AI: A Game-Changer in Healthcare

      August 27, 2024

      Recent News

      AI’s Impact on Philippines, the Call Center Capital of the World

      AI’s Impact on Philippines, the Call Center Capital of the World

      August 29, 2024
      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      Rufus: Amazon’s AI-Powered Shopping Assistant Comes to India

      August 28, 2024
      • About
      • Advertise
      • Privacy & Policy
      • Contact

      © 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.

      No Result
      View All Result
      • Home

      © 2025 JNews - Premium WordPress news & magazine theme by Jegtheme.