Risks From AI Hallucinations and How to Avoid Them

Before the advent of Generative AI, hallucinations were the stuff of fever dreams or chemical substances. More recently, the term has come to refer to the fanciful responses that language models occasionally produce. Alternatively funny and alarming, AI hallucinations raise concerns about the potential risks enterprises can face from leveraging Generative AI. With this article …

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Can large language models identify and correct their mistakes?

Posted by Gladys Tyen, Intern, Google Research LLMs are increasingly popular for reasoning tasks, such as multi-turn QA, task completion, code generation, or mathematics. Yet much like people, they do not always solve problems correctly on the first try, especially on tasks for which they were not trained. Therefore, for such systems to be most …

Business disaster recovery use cases: How to prepare your business to face real-world threats

Successful business owners know how important it is to have a plan in place for when unexpected events shut down normal operations. Modern enterprises face many types of disasters, including pandemics, cyberattacks, large-scale power outages and natural disasters. Last year, companies around the world spent close to USD 219 billion on cybersecurity and security solutions, …

Backtracking

Can large language models identify and correct their mistakes?

Posted by Gladys Tyen, Intern, Google Research LLMs are increasingly popular for reasoning tasks, such as multi-turn QA, task completion, code generation, or mathematics. Yet much like people, they do not always solve problems correctly on the first try, especially on tasks for which they were not trained. Therefore, for such systems to be most …

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Ball position tracking in the cloud with the PGA TOUR

The PGA TOUR continues to enhance the golf experience with real-time data that brings fans closer to the game. To deliver even richer experiences, they are pursuing the development of a next-generation ball position tracking system that automatically tracks the position of the ball on the green. The TOUR currently uses ShotLink powered by CDW, …

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The future of leadership development: Google Cloud AI-driven learning with Monark

In today’s rapidly evolving business landscape, organizations strive to develop agile leaders capable of navigating complex challenges. Traditional leadership development programs often fall short in providing real-time feedback, personalization, and continuous learning opportunities. However, advancements in generative AI and machine learning (ML) are revolutionizing the field of leadership development by offering innovative solutions to these …

Novel AI framework generates images from nothing

A new, potentially revolutionary artificial intelligence framework called “Blackout Diffusion” generates images from a completely empty picture, meaning that, unlike other generative diffusion models, the machine-learning algorithm does not require initiating a “random seed” to get started.