Hallucination solution : Customer service ready for revolution!
Researchers have made huge strides fixing bad trips for AI.One of the latest breakthroughs is attentive reasoning queries (ARQs).You can see them in action using the open source Parlant application.Which gives us a glimpse at how perfect responses could change the game in business functions such as customer service.Read this, and so much more, in our AI Today magazine.
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18:00
Hallucination: a bitter pill to swallow
AI hallucinates 100% of the time. That's by design - without hallucinating the next word, this transformer architecture wouldn't exist.Thankfully, LLMs built for general purpose applications are right 80% of the time. But that still leaves one in five outputs being questionable; not especially reassuring if you're an air traffic controller, or cardiologist.How can we ever truly trust the machine?On this episode of AI Today, we embark on a groundbreaking quest to ground these 'digital dreamers' in reality.Discover how cutting-edge research is moving beyond just detecting the problem, to actively reducing the occurrence of incorrect hallucinations.We delve into innovative techniques that employ internal fact-checking mechanisms, intelligently split complex queries to avoid confusing collisions, and meticulously track word-by-word groundedness against source material.You'll learn how this confidence-boosting research is paving the way for the AI credibility revolution, a future where technology is not just remarkably powerful, but significantly more dependable.Join us to understand the innovative solutions building AI you can rely on, where AI becomes trusted accelerator of success...
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30:52
Your Data, Your AI: Unlock the Power of Decentralised Learning
Navigating the high costs and data challenges of cloud-based AI is a significant barrier for many businesses looking to innovate.But there's a powerful, practical alternative emerging.This episode explores decentralised AI, revealing how businesses can achieve AI benefits without the burden of massive cloud bills and regain crucial control over their data.Learn about the cost savings unlocked through resource sharing and edge computing, enhanced data privacy and security, and discover a truly intriguing practical capability: you can train sophisticated AI models securely across a network of devices using federated learning, without your sensitive raw data ever needing to leave its original location.Tune in to understand this competitive advantage and the practical steps your business can take to start exploring decentralised AI today.
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14:56
When full stack AI businesses rule the world...
Fasten your seatbelts, business leaders!We're diving deep into Y Combinator's Summer 2025 Request for Startups, their signal flare for what's NEXT in innovation.2025 is shaping up to be the year of the AI agent breakthrough.But the REAL game-changer they're spotlighting?Full-stack AI companies.Forget selling AI tools. This is about building entirely new businesses, powered by AI from the ground up, competing directly with the old guard in ANY industry.Imagine law firms, market research, supply chains – reborn, smarter, faster, more efficient.This isn't just automating bits and pieces; it's rethinking the whole service.Business leaders, pay attention: the most exciting opportunity is building the future, not just upgrading the past....How can your industry be fundamentally transformed with AI at its core? Let's find out!
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14:10
How to get your ideas heard at work
I'd just about had it with bosses choosing to hear your ideas spoken by consulting firms - when they could have saved a fortune listening to them coming from their creator, many months ago.Now, with AI, I can have my pitch verbalised by one of their influencers - without spending a penny on one of the management circus barkers.On this episode we hear in detail about one synthetic idea and how it was refined by AI into something inarguably awesome.Loving AI Today? I'm hardly surprised...
What's the latest research say about our future? How will businesses and humans be enhanced by algorithmic advances? AI Today is your gateway to the rapidly evolving world of artificial intelligence. Each episode explores groundbreaking research and real-world applications, offering listeners expert insights into how AI is reshaping industries and daily life. From technical deep-dives to ethical considerations, AI Today demystifies complex concepts for curious minds. Join our inspired hosts to find out how life's about to get more silicon-fabulous...
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