Now Tec BlogNow Tec Blog

    Subscribe to Updates

    Get the latest creative news from FooBar about art, design and business.

    What's Hot

    EPA Science Advisory Board Report on Corn Ethanol Ignored Best Available Science

    September 21, 2023

    Mergers and acquisitions are becoming more science than art as CEOs turn to AI for answers

    September 21, 2023

    Ukrainians aghast as Poland stops sending weapons to fight Russia | Russia-Ukraine war News

    September 21, 2023
    Facebook Twitter Instagram
    • Home
    • Business

      Mergers and acquisitions are becoming more science than art as CEOs turn to AI for answers

      September 21, 2023

      Google Cloud to provide developers access to data on 11 more blockchains, including Polygon, Tron, and Arbitrum

      September 21, 2023

      ‘Zooglers’ might be sending housing costs in this European hub higher than London and Paris

      September 21, 2023

      Top 100 Hospitals 2023: Fortune/PINC AI

      September 21, 2023

      RTO: Office occupancy up after Labor Day mandates kick in

      September 21, 2023
    • Gadgets

      Windows’ Copilot AI starts rolling out September 26

      September 21, 2023

      US brings back free at-home COVID-19 tests as cases continue to spike

      September 21, 2023

      Dead Space co-creator leaves Callisto Protocol studio after it flopped

      September 21, 2023

      Amazon turns Alexa into a more conversational chatbot for your home

      September 21, 2023

      Uber Eats will begin accepting food stamps for grocery deliveries in 2024

      September 21, 2023
    • Tech

      The Download: what’s next for supercomputers, and electrifying everything

      September 21, 2023

      The US Is Mobilizing an Army to Fight the Climate Crisis

      September 21, 2023

      Everything You Need to Know About Getting Your Genome Sequenced

      September 21, 2023

      How electricity could clean up transportation, steel, and even fertilizer

      September 21, 2023

      What’s next for the world’s fastest supercomputers

      September 21, 2023
    • World

      Ukrainians aghast as Poland stops sending weapons to fight Russia | Russia-Ukraine war News

      September 21, 2023

      Power crisis, bird flu trigger imminent chicken shortage in South Africa | Food News

      September 21, 2023

      Six Portuguese youth take 32 nations to European court over climate change | European Union

      September 21, 2023

      Why Canada lacks allies’ support on claim India killed Hardeep Singh Nijjar | News

      September 21, 2023

      Niger’s ousted Bazoum appeals to West Africa bloc court to free him | News

      September 21, 2023
    • AI

      Jura Bio Binds AI and SynBio to Develop Immune-Based Therapeutics

      September 21, 2023

      How the AI revolution is different: It threatens white-collar workers

      September 21, 2023

      How Big Tech AI models nailed forecast for Hurricane Lee

      September 21, 2023

      AI in healthcare ushers in new era of risk assessments

      September 21, 2023

      Six months ago experts called for a pause to AI experiments. Where are we now?

      September 21, 2023
    • Apple

      Why You Should Buy Your Next Apple Product From Incredible

      September 21, 2023

      Meet the New Goddess, Same as the Old Goddess

      September 21, 2023

      A Closer Look at the Latest Model

      September 21, 2023

      The best iPhone 15 Pro cases 2023

      September 20, 2023

      Apple AirPods Pro (2nd gen) wireless earbuds are 20% off

      September 19, 2023
    • ChatGPT

      ETH developer programs AI-generated memecoin AstroPepeX using ChatGPT

      September 21, 2023

      ChatGPT mania may be cooling, but a serious new industry is taking shape

      September 21, 2023

      5 ChatGPT Prompts To Make Tough Business Decisions

      September 21, 2023

      Dall-E 3: AI image generator unveils major new upgrades and ChatGPT integration

      September 21, 2023

      Can Generative AI Be The Secret Sauce For Alexa To Rival ChatGPT And Google?

      September 21, 2023
    • Cyber Security

      Cisco ups its cybersecurity and AI ambitions with $28B acquisition of Splunk

      September 21, 2023

      Cybersecurity Stocks on the Move (SWISF, WKEY, HUBC, VHC) -September 21, 2023 at 09:31 am EDT

      September 21, 2023

      Hackers Can Use Bluetooth Speakers To Steal Your Car

      September 21, 2023

      Kalmar receives cyber security certification 

      September 21, 2023

      Indonesia’s digital transformation at World Cloud Show & Cyber Security Summit

      September 21, 2023
    • Computing

      The High-performance Computing (HPC) Market Size to grow at a rate of 6.7% by 2027

      September 21, 2023

      Quantum Computing Inc. Selects Tempe, Arizona as the Site for its Quantum Photonic Chip Foundry

      September 21, 2023

      Signal Announces Quantum Computing Resistant Encryption Protocol

      September 21, 2023

      Jiritsu Secures $10.2 Million to Champion Verifiable Computing

      September 21, 2023

      Huawei Launches Solutions that Facilitate Digital Infrastructure for an Intelligent World

      September 21, 2023
    • Science

      EPA Science Advisory Board Report on Corn Ethanol Ignored Best Available Science

      September 21, 2023

      The science behind deep brain stimulation for depression

      September 21, 2023

      NC State Hosts Groundbreaking for Integrative Sciences Building

      September 21, 2023

      Are Wild Animals Really Just Like Us? | Science

      September 21, 2023

      China, Japan and South Korea occupy top spots in global index of scientific innovation

      September 21, 2023
    Facebook Twitter Instagram
    Now Tec BlogNow Tec Blog
    • Home
    • Business

      Mergers and acquisitions are becoming more science than art as CEOs turn to AI for answers

      September 21, 2023

      Google Cloud to provide developers access to data on 11 more blockchains, including Polygon, Tron, and Arbitrum

      September 21, 2023

      ‘Zooglers’ might be sending housing costs in this European hub higher than London and Paris

      September 21, 2023

      Top 100 Hospitals 2023: Fortune/PINC AI

      September 21, 2023

      RTO: Office occupancy up after Labor Day mandates kick in

      September 21, 2023
    • Gadgets

      Windows’ Copilot AI starts rolling out September 26

      September 21, 2023

      US brings back free at-home COVID-19 tests as cases continue to spike

      September 21, 2023

      Dead Space co-creator leaves Callisto Protocol studio after it flopped

      September 21, 2023

      Amazon turns Alexa into a more conversational chatbot for your home

      September 21, 2023

      Uber Eats will begin accepting food stamps for grocery deliveries in 2024

      September 21, 2023
    • Tech

      The Download: what’s next for supercomputers, and electrifying everything

      September 21, 2023

      The US Is Mobilizing an Army to Fight the Climate Crisis

      September 21, 2023

      Everything You Need to Know About Getting Your Genome Sequenced

      September 21, 2023

      How electricity could clean up transportation, steel, and even fertilizer

      September 21, 2023

      What’s next for the world’s fastest supercomputers

      September 21, 2023
    • World

      Ukrainians aghast as Poland stops sending weapons to fight Russia | Russia-Ukraine war News

      September 21, 2023

      Power crisis, bird flu trigger imminent chicken shortage in South Africa | Food News

      September 21, 2023

      Six Portuguese youth take 32 nations to European court over climate change | European Union

      September 21, 2023

      Why Canada lacks allies’ support on claim India killed Hardeep Singh Nijjar | News

      September 21, 2023

      Niger’s ousted Bazoum appeals to West Africa bloc court to free him | News

      September 21, 2023
    • AI

      Jura Bio Binds AI and SynBio to Develop Immune-Based Therapeutics

      September 21, 2023

      How the AI revolution is different: It threatens white-collar workers

      September 21, 2023

      How Big Tech AI models nailed forecast for Hurricane Lee

      September 21, 2023

      AI in healthcare ushers in new era of risk assessments

      September 21, 2023

      Six months ago experts called for a pause to AI experiments. Where are we now?

      September 21, 2023
    • Apple

      Why You Should Buy Your Next Apple Product From Incredible

      September 21, 2023

      Meet the New Goddess, Same as the Old Goddess

      September 21, 2023

      A Closer Look at the Latest Model

      September 21, 2023

      The best iPhone 15 Pro cases 2023

      September 20, 2023

      Apple AirPods Pro (2nd gen) wireless earbuds are 20% off

      September 19, 2023
    • ChatGPT

      ETH developer programs AI-generated memecoin AstroPepeX using ChatGPT

      September 21, 2023

      ChatGPT mania may be cooling, but a serious new industry is taking shape

      September 21, 2023

      5 ChatGPT Prompts To Make Tough Business Decisions

      September 21, 2023

      Dall-E 3: AI image generator unveils major new upgrades and ChatGPT integration

      September 21, 2023

      Can Generative AI Be The Secret Sauce For Alexa To Rival ChatGPT And Google?

      September 21, 2023
    • Cyber Security

      Cisco ups its cybersecurity and AI ambitions with $28B acquisition of Splunk

      September 21, 2023

      Cybersecurity Stocks on the Move (SWISF, WKEY, HUBC, VHC) -September 21, 2023 at 09:31 am EDT

      September 21, 2023

      Hackers Can Use Bluetooth Speakers To Steal Your Car

      September 21, 2023

      Kalmar receives cyber security certification 

      September 21, 2023

      Indonesia’s digital transformation at World Cloud Show & Cyber Security Summit

      September 21, 2023
    • Computing

      The High-performance Computing (HPC) Market Size to grow at a rate of 6.7% by 2027

      September 21, 2023

      Quantum Computing Inc. Selects Tempe, Arizona as the Site for its Quantum Photonic Chip Foundry

      September 21, 2023

      Signal Announces Quantum Computing Resistant Encryption Protocol

      September 21, 2023

      Jiritsu Secures $10.2 Million to Champion Verifiable Computing

      September 21, 2023

      Huawei Launches Solutions that Facilitate Digital Infrastructure for an Intelligent World

      September 21, 2023
    • Science

      EPA Science Advisory Board Report on Corn Ethanol Ignored Best Available Science

      September 21, 2023

      The science behind deep brain stimulation for depression

      September 21, 2023

      NC State Hosts Groundbreaking for Integrative Sciences Building

      September 21, 2023

      Are Wild Animals Really Just Like Us? | Science

      September 21, 2023

      China, Japan and South Korea occupy top spots in global index of scientific innovation

      September 21, 2023
    Now Tec BlogNow Tec Blog
    Home»Tech News»Facebook’s new AI learns to do with less human help
    Tech News

    Facebook’s new AI learns to do with less human help

    eduardo_alves38By eduardo_alves38March 4, 2021Updated:March 4, 2021No Comments4 Mins Read
    Facebook Twitter Pinterest LinkedIn Tumblr Email
    Share
    Facebook Twitter LinkedIn Pinterest Email


    Most of artificial intelligence still relies on human labor. Peer inside a AI algorithm and you will find something constructed using data that has been organized and labeled by an army of human workers.

    Now, Facebook showed how some AI algorithms can learn to do useful work with much less human assistance. The company built an algorithm that learned to recognize objects in images with little help from labels.

    The Facebook algorithm, called Seer (for SElf-supERvised), fed on more than a billion images extracted from Instagram, decide for himself which objects are alike. Images with mustaches, fur, and pointy ears, for example, were put together in one stack. Then, the algorithm received a small number of tagged images, including tagged “cats”. He was then able to recognize images as well as an algorithm trained using thousands of labeled examples of each object.

    “The results are impressive,” says Olga Russakovsky, an assistant professor at Princeton University specializing in AI and computer vision. “Achieving self-supervised learning at work is very difficult, and breakthroughs in this area have important downstream consequences for better visual recognition.”

    Russakovsky says it should be noted that the Instagram images were not hand-picked to facilitate independent learning.

    The Facebook research is a milestone for an approach to AI known as “self-supervised learning,” says Facebook’s chief scientist, Yann LeCun.

    LeCun was the pioneer of machine learning approach known as deep learning which involves providing data to neural networks. About ten years ago, deep learning emerged as a better way to program machines to do all kinds of useful things, such as image classification and speech recognition.

    But LeCun says the conventional approach, which requires “training” an algorithm by providing it with a lot of labeled data, simply cannot scale. “I’ve been advocating for this idea of ​​self-supervised learning for a long time,” he says. “In the long run, advances in AI will come from programs that just watch videos all day and learn like a baby.”

    LeCun says that self-supervised learning could have many useful applications, such as learning to read medical images without needing to label so many scans and x-rays. He says a similar approach is already being used to automatically generate hashtags for Instagram images. And he says Seer technology could be used on Facebook to match ads to posts or to help filter out unwanted content.

    The WIRED Guide to Artificial Intelligence

    Supersmart algorithms won’t take every job, but they’re learning faster than ever, from medical diagnostics to serving ads.

    By Tom simone

    Facebook research relies on constant advancements in developing deep learning algorithms to make them more efficient and effective. Self-supervised learning was previously used to translate text from one language to another, but it was more difficult to apply it to pictures than to words. LeCun says the research team has developed a new way for algorithms to learn to recognize images even when part of the image has been altered.

    Facebook will release some of the technology behind Seer, but not the algorithm itself, as it was trained using data from Instagram users.

    Aude Oliva, who heads MIT’s Perception and Computational Cognition Lab, says this approach “will allow us to undertake more ambitious visual recognition tasks.” But Oliva says the size and complexity of cutting-edge AI algorithms like Seer, which can have billions or trillions of neural connections or parameters – far more than a conventional image recognition algorithm with comparable performance. – also pose problems. Such algorithms require enormous problems. amounts of computing power, straining the available supply of chips.

    Alexei Efros, professor at UC Berkeley, says the Facebook post is a good demonstration of an approach he believes will be important in advancing AI: making machines learn on their own using “gigantic quantities of data”. And like most advancements in AI today, he says, it builds on a series of other advancements that have emerged from the same Facebook team as well as other research groups in universities. and industry.


    More WIRED stories



    Source link

    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    eduardo_alves38
    • Website

    Related Posts

    The Download: what’s next for supercomputers, and electrifying everything

    September 21, 2023

    The US Is Mobilizing an Army to Fight the Climate Crisis

    September 21, 2023

    Everything You Need to Know About Getting Your Genome Sequenced

    September 21, 2023
    Add A Comment

    Leave A Reply Cancel Reply

    Editors Picks

    ETH developer programs AI-generated memecoin AstroPepeX using ChatGPT

    September 21, 2023

    ChatGPT mania may be cooling, but a serious new industry is taking shape

    September 21, 2023

    5 ChatGPT Prompts To Make Tough Business Decisions

    September 21, 2023

    Dall-E 3: AI image generator unveils major new upgrades and ChatGPT integration

    September 21, 2023
    Top Reviews
    Advertisement
    Demo
    Now Tec Blog
    Facebook Twitter Instagram Pinterest Vimeo YouTube
    • Home
    • About us
    • DMCA
    • Privacy Policy
    © 2023 nowtecblog. Designed by nowtecblog.

    Type above and press Enter to search. Press Esc to cancel.