Close Menu

    Subscribe to Updates

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

    What's Hot

    Your Data Is at Risk if You Don’t Uninstall These Apps Immediately

    June 10, 2025

    Tensor Processing Unit Explained

    June 10, 2025

    G-SHOCK Just Dropped a Major Metal Upgrade for the Iconic 110 Series!

    June 10, 2025
    Facebook X (Twitter) Instagram
    Wednesday, June 11
    Facebook X (Twitter) Instagram
    Exhibit TechExhibit Tech
    • Home
    • Tech & AI
      • Tech News
      • Tech Launches
      • Tech Features
      • Gaming
      • AI & Robotics
      • Social Media
      • Cybersecurity
      • FinTech
      • Crypto
      • Space
      • Software & Apps
    • Reviews
      • Smartphone Reviews
      • Smartwatch Reviews
      • Headphone Reviews
      • Laptop Reviews
      • Tablet Reviews
      • Earbud Reviews
      • Camera
      • Speakers
      • PC components
      • Accessories
      • Best TV Reviews in India – Find Your Next Screen with Exhibit.tech
      • Compare the Best Gadgets in India – Smartphones, Laptops, Wearables & More
      • Best Gadget to use
    • Auto
      • Auto News
      • Auto Reviews
      • Auto Tech
      • Vehicles
        • Cars
        • Bikes
    • Deals and Offer
    • Lifestyle
      • Travel
      • Entertainment
        • Fashion
        • Sports
        • OTT
        • Music
        • Movies
      • Watches
      • Health
      • Sneakerhead
      • Photography
      • Lifestyle Features
    • Guides
      • Explained
      • How To’s
      • How Big Is
      • Tips and Tricks
      • Screw Ups
    • Interviews
      • Creators
      • Tech Talks
      • Celebrities
      • Leaders
      • Power – Talks
      • Trending Talks
      • Founder’s club
      • Petrol Head
      • Marketing Minds
      • Editor’s note
    • Events
      • Influencex Awards
        • InfluencEX Winner 2024
        • InfluencEX Winner 2023
      • Exhibit Tech Awards
        • Tech Awards Winners 2024
        • Jury 2024
        • Tech Awards Winners 2023
      • Tech Fashion Tour
      • TopGear India Awards
    Exhibit TechExhibit Tech
    Home >> Tech News >> Challenges with AI – Long Way to Go!
    Tech News

    Challenges with AI – Long Way to Go!

    By Aamir KhollamNovember 22, 2022Updated:November 16, 2024No Comments4 Mins Read
    Facebook Twitter Pinterest LinkedIn Tumblr Email
    Share
    Facebook Twitter LinkedIn Pinterest Email

    Deep learning, machine learning, and artificial intelligence are some fancy terms that people throw around casually while talking about the future of technology. A majority of humanity is convinced that AI and machine learning is the future and that it will be taking over the world sooner than expected. While AI as a technology has revolutionalized several sectors like the manufacturing industry, healthcare, and space exploration, it is not where you think it is. Yes, AI has been growing at a steady rate gaining popularity and growing smarter with each passing day. But that does not mean that it is flawless!

    It is surely important to note that AI right now is facing a number of challenges but that doesn’t stop it from upscaling year by year. Reportedly, AI can boost business productivity by up to 40%, whereas, the number of AI-related startups around the world has grown 14 times since 2000. Since the application of this technology spreads wide and its exploration is still limited, there are a number of obstacles currently present in the field which is to be conquered. Let’s have a look at all the challenges currently with AI – 

    Human-level

    This is perhaps one of the biggest challenges currently with AI which has kept researchers and developers scratching their heads. While AI currently is smart and some companies boast over 90% accuracy in their daily AI tasks, humans are simply smarter. Humans are sharper and more accurate than AI as of now, which is contrary to the popular belief that the technology is smarter than us. 

    Let’s take a simple example here, whenever you’re asked to ‘Confirm if you’re not a robot’ before entering a website, you can simply point out all the pictures consisting of a bus or a traffic signal, or dogs. AI, on the other hand, just cannot do so effectively. Sounds strange right? Why cannot a smart algorithm figure out which photos feature dogs? For a deep learning algorithm to perform a similar task will require a large amount of finetuning. It would require a large dataset, hyperparameter optimization, strong computing power, and uninterrupted training and testing of data. Sounds exhausting!

    Data 

    The most crucial aspect of deep/machine learning models is their basis on the availability of data and the resources to train them. Humans have a lot of data. This data is generated from billions of users from around the world. However, there are chances of this data being used for bad purposes. Plus, data security is another important aspect that looms upon us as a possible threat. It was only back in 2021 when 533 million Facebook users had their data leaked from over 100 countries. What would happen if an AI algorithm is fed data of that magnitude? It’s scary to even think about! Plus, the data leaks can also make their way to the dark web which can later be used for nefarious activities. Some companies are currently working towards tackling this issue by training the data on smart devices which do not send data back to the servers, but only the trained model. 

    Knowledge Barrier 

    There are a number of implementations of AI in the market right now. AI can replace the traditional systems currently in use effectively. But the problem here lies in the actual knowledge of AI around the world. Sure, AI can be used by tech enthusiasts, students, and researchers on a global scale. But right now, there are only a number of people who are aware of the potential of AI. The technology still only reigns in the territory of science fiction amongst people due to its representation in pop culture. The adaptation of AI into the mainstream with the use of it to upscale production, manage resources and understand consumer behavior is still a far-off dream. 

    Computing power 

    Machine Learning and Deep Learning are the baby steps required to develop artificial intelligence. But, the amount of computing prowess these power-hungry algorithms require is one of the top reasons why AI is not where it should be right now. These algorithms demand a high number of cores and GPUs to work efficiently. Right now, humanity has already figured out a number of domains where we can implement AI deep learning frameworks. Be it tracking the cosmos or asteroids, and human health care, AI can be implemented to an extent that can be life-changing but the lack of computing power keeps us at bay. These algorithms require supercomputing powers and they do not come cheap. Not everyone can afford a supercomputer to build an AI including some of our smartest brains.

    Artificial Intelligence
    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    Aamir Khollam
    • Website

    Related Posts

    Nothing Announces ‘Now or Nothing’ Sale Ahead of Major July Launch

    June 10, 2025

    Is Your AI Buddy Ghosting You? ChatGPT and Sora Hit with Outage!

    June 10, 2025

    Apple Releases iOS 26 Developer Beta with ‘Liquid Glass’ UI: Here’s How to Try Apple’s Big Redesign

    June 10, 2025

    Comments are closed.

    Top Posts
    Your Data Is at Risk if You Don’t Uninstall These Apps Immediately
    June 10, 2025
    Tensor Processing Unit Explained
    June 10, 2025
    G-SHOCK Just Dropped a Major Metal Upgrade for the Iconic 110 Series!
    June 10, 2025
    Nothing Announces ‘Now or Nothing’ Sale Ahead of Major July Launch
    June 10, 2025
    Is Your AI Buddy Ghosting You? ChatGPT and Sora Hit with Outage!
    June 10, 2025
    1 2 3 … 680 Next
    Stay In Touch
    • Facebook
    • YouTube
    • TikTok
    • Twitter
    • Instagram
    • Pinterest
    • LinkedIn
    • Reddit

    Subscribe to Updates

    Latest Posts
    Tech Launches

    Your Data Is at Risk if You Don’t Uninstall These Apps Immediately

    By Exhibit StaffJune 10, 20250
    Explained

    Tensor Processing Unit Explained

    By Shintu DhangJune 10, 20250
    Watches

    G-SHOCK Just Dropped a Major Metal Upgrade for the Iconic 110 Series!

    By Aadithya HarishJune 10, 20250

    Exhibit.Tech, we’re your one-stop destination for everything tech! Whether it’s breaking news about the latest launches from giants like Sony, Vivo, Apple, Huawei, OnePlus, Sennheiser, Poco, and more, or in-depth reviews of mobiles, smartwatches, headphones, TVs, and earbuds – we’ve got you covered.

    Our reviews go beyond the surface, highlighting the pros and cons to help you make informed buying decisions. We’re here to simplify your tech journey with practical tips, tricks, and comprehensive “how-to” guides across a wide range of topics.

    Think of us as your friendly tech companion, helping you stay updated and make sense of the ever-evolving tech world with clarity and ease. At Exhibit.Tech, we make tech work for you!

    Most Popular

    Tensor Processing Unit Explained

    June 10, 2025

    There’s An App For That! Apps for 5 Common Needs

    March 19, 2024

    Everything You Need to Know About Ads on Netflix

    November 2, 2024
    Our Pick

    How to Find Your Wi-Fi Password on iPhone and Android Devices

    May 16, 2025

    Instagram’s New Blend Feature Creates a Personalized Reels Feed for You and Your Friends

    April 18, 2025

    Harrdy Sandhu, Like You’ve Never Heard Before – On Loop, On Fire

    April 17, 2025
    Facebook X (Twitter) Instagram Pinterest
    • About Us
    • Careers
    • Contact Us
    • Write for us
    © 2025 ThemeSphere. Designed by ThemeSphere.

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

    Subscribe to our Newsletter

    Get the most exciting tech news, trends, and breakthroughs delivered straight to your inbox.