• About Us
  • Contact Us
askRPA
  • Home
  • News
    Meta AI: Communication and Creativity Across Apps and Devices

    Meta AI: Communication and Creativity Across Apps and Devices

    Voice & Image Capabilities: ChatGPT’s Exciting New Capabilities

    Voice & Image Capabilities: ChatGPT’s Exciting New Capabilities

    Anthropic, Claude Chatbot’s Makers, Secure Multibillion-Dollar Investment from Amazon

    Anthropic, Claude Chatbot’s Makers, Secure Multibillion-Dollar Investment from Amazon

    DALL·E 3 by OpenAI: The Creative Text-to-Image AI

    DALL·E 3 by OpenAI: The Creative Text-to-Image AI

    Alexa’s New Generative AI Capabilities & The Future of AI Assistants

    Alexa’s New Generative AI Capabilities & The Future of AI Assistants

  • Case Studies
    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)

  • Blogs
    Explainable AI: A Welcome Clarity Amidst AI Complexity

    Explainable AI: A Welcome Clarity Amidst AI Complexity

    The right automation software can revolutionize how a business operates, but selecting the best solution can be daunting.

    A Guide to Choosing the Best Automation Software for Your Business

    Cobots: Unleashing Manufacturing Excellence with Collaborative Robotics

    Cobots: Unleashing Manufacturing Excellence with Collaborative Robotics

    Collaborative Intelligent Automation (IA): Harnessing AI and Robotics Together

    Collaborative Intelligent Automation (IA): Harnessing AI and Robotics Together

    Generative AI: Exploring Google Bard and ChatGPT

    Generative AI: Exploring Google Bard and ChatGPT

  • IA Congress – November 2023 Chennai, India
  • Events
    • Intelligent Automation Congress – November 2023 Chennai, India
    • 6th International Intelligent Automation Congress
No Result
View All Result
askRPA
  • Home
  • News
    Meta AI: Communication and Creativity Across Apps and Devices

    Meta AI: Communication and Creativity Across Apps and Devices

    Voice & Image Capabilities: ChatGPT’s Exciting New Capabilities

    Voice & Image Capabilities: ChatGPT’s Exciting New Capabilities

    Anthropic, Claude Chatbot’s Makers, Secure Multibillion-Dollar Investment from Amazon

    Anthropic, Claude Chatbot’s Makers, Secure Multibillion-Dollar Investment from Amazon

    DALL·E 3 by OpenAI: The Creative Text-to-Image AI

    DALL·E 3 by OpenAI: The Creative Text-to-Image AI

    Alexa’s New Generative AI Capabilities & The Future of AI Assistants

    Alexa’s New Generative AI Capabilities & The Future of AI Assistants

  • Case Studies
    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)

  • Blogs
    Explainable AI: A Welcome Clarity Amidst AI Complexity

    Explainable AI: A Welcome Clarity Amidst AI Complexity

    The right automation software can revolutionize how a business operates, but selecting the best solution can be daunting.

    A Guide to Choosing the Best Automation Software for Your Business

    Cobots: Unleashing Manufacturing Excellence with Collaborative Robotics

    Cobots: Unleashing Manufacturing Excellence with Collaborative Robotics

    Collaborative Intelligent Automation (IA): Harnessing AI and Robotics Together

    Collaborative Intelligent Automation (IA): Harnessing AI and Robotics Together

    Generative AI: Exploring Google Bard and ChatGPT

    Generative AI: Exploring Google Bard and ChatGPT

  • IA Congress – November 2023 Chennai, India
  • Events
    • Intelligent Automation Congress – November 2023 Chennai, India
    • 6th International Intelligent Automation Congress
No Result
View All Result
askRPA
No Result
View All Result

Quantum Generative AI: Zapata and Partners Pioneer Breakthroughs in Drug Discovery

June 7, 2023
Home News
Share on LinkedInShare on FacebookShare on WhatsApp

Cutting-edge research conducted by Zapata Computing, in collaboration with Foxconn, Insilico Medicine, and the University of Toronto, has uncovered a groundbreaking application of hybrid Quantum Generative AI. The study highlights the potential of quantum-enhanced generative models to outperform classical models in discovering small molecules with pharmaceutical value. This significant breakthrough has the potential to revolutionize the drug discovery process, offering new avenues for creating life-saving medications.

MIT Technology Review also published an informative article highlighting the impact of AI on drug development. The article highlights how it is changing the pharmaceutical industry by speeding up the process of clinical trials.

Harnessing the Power of Quantum Computing

The research paper published by the collaboration explores the utilization of hybrid quantum-classical generative adversarial networks (GANs) for small molecule discovery. The teams successfully replaced each component of the GAN with a variational quantum circuit (VQC). They accomplished this by combining Artificial Intelligence and Quantum Computing techniques. The resulting molecules generated by the quantum-enhanced GANs exhibited more desirable properties than those caused by purely classical GANs.

Quantitative and Qualitative Metrics

The small molecules created using the VQC approach were rigorously evaluated. They used three qualitative metrics (validity, uniqueness, and novelty) and three quantitative properties (drug-likeness, solubility, and synthesizability). The molecules generated through the quantum-enhanced approach consistently displayed improved physicochemical properties and outperformed the classical counterparts in goal-directed benchmarks.

Transforming Drug Discovery

Insilico Medicine, renowned for its pioneering work in AI-driven drug design, acknowledges the potential of this breakthrough in revolutionizing pharmaceutical research and development. The traditional drug discovery pipeline is often lengthy and costly, but recent advances in machine learning and deep learning technologies have significantly reduced time and costs. The collaboration with Zapata and Foxconn has unveiled viable molecule designs with equivalent structures to those generated using classical methods.

Enabling Cost and Time Reduction

Foxconn, a global leader in technology manufacturing, recognizes the significant implications of quantum computing in drug discovery. Complex computational problems can be solved by leveraging quantum computing, potentially reducing research and development time and costs. The application of quantum-enhanced generative AI in the pharmaceutical industry promises to be a game-changer, providing solutions to complex design challenges.

Implications Beyond Drug Discovery

The success of this collaboration highlights the potential of quantum-enhanced generative AI to solve real-world problems effectively. Zapata Computing, a company known for breakthrough research in quantum generative AI, has already made strides in various domains. In a previous study, researchers at Zapata were the first to generate high-resolution images using quantum generative models. More recently, in collaboration with BMW, they demonstrated the superiority of quantum-inspired generative models in optimizing vehicle manufacturing scheduling.

The Future of Quantum-Enhanced AI

The results obtained from the collaboration between Zapata, Foxconn, Insilico Medicine, and the University of Toronto are a testament to the immense potential of quantum-enhanced generative AI. These findings pave the way for further advancements in the pharmaceutical industry and other sectors facing complex design challenges. Quantum computing, with its ability to handle complex computational problems, has the potential to revolutionize automation and drive progress across diverse fields.

Tags: AIArtificial IntelligenceaskRPAAutoamtion NewsAutomation
Next Post
AlphaDev – DeepMind’s AI: Algorithms Beyond Human Limits

AlphaDev - DeepMind's AI: Algorithms Beyond Human Limits

    Interested in learning what Automation Solutions can do for your organization?

    We're here to help.

    Subscribe.

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

    Recommended.

    OpenBots Gains Advantage from Security Through SOC2 and HIPAA Certifications

    OpenBots Gains Advantage from Security Through SOC2 and HIPAA Certifications

    October 22, 2022
    SAP Build, SAP’s new development platform allows business users to become low-code builders

    SAP Build, SAP’s new development platform allows business users to become low-code builders

    November 21, 2022
    askRPA

    askRPA is the portal to connect with RPA Geeks and for Latest Automation News, Event and Case Studies etc.

    Follow Us

    Usefull Links

    • About Us
    • Terms and conditions
    • Privacy Policy
    • Contact us

    Tags

    AI Artificial Intelligence askRPA Autoamtion News AutomatePro Automation Automation Anywhere automation news Automation Report Automation Technologies Automation Trends Celonis ChatGPT Cloud Computing CMO data Digital Transformation Entertainment Forrester Gartner Gartner Predictions Gartner Report IA IDP Intelligent Automation Intelligent Automation Congress IoT Low-code development Low-code technologies Low Code Marketing Microsoft Natural Language Processing NLP OpenBots Orica Process Mining Robotic Process Automation Roboyo RPA Salesforce Technology News Turing Bots TuringBots UiPath

    Recent News

    Meta AI: Communication and Creativity Across Apps and Devices

    Meta AI: Communication and Creativity Across Apps and Devices

    September 28, 2023

    © 2022 askRPA - Connect Discover Automate

    • Home
    • News
    • Case Studies
    • Blogs
    • IA Congress – November 2023 Chennai, India
    • Events
      • Intelligent Automation Congress – November 2023 Chennai, India
      • 6th International Intelligent Automation Congress

    © 2022 askRPA - Connect Discover Automate