Hallucination: a bitter pill to swallow
AI Today13 Touko 2025

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...

Jaksot(90)

Room for agentic AI? How hotels become smooth operators with the technological touch

Room for agentic AI? How hotels become smooth operators with the technological touch

AI Today creator Dave Thackeray today presented his own deep dive into how agentic AI is ready to be the key to efficient hotel operations - giving staff more time to deliver exceptional guest experie...

3 Kesä 202543min

Safe or just plain woke: Anthropic's Claude 4 system card

Safe or just plain woke: Anthropic's Claude 4 system card

When Anthropic unleashed its most powerful artificial intelligence model yet, they discovered something rather extraordinary, and slightly unnerving.Claude 4 Opus developed an unexpected habit of tryi...

3 Kesä 202519min

Mary Meeker's AI Trends

Mary Meeker's AI Trends

Hugely important work. But what does it mean to us? Today our hosts created their own company imagining how insights from this celebrated report would apply to the modern business environment.

1 Kesä 202520min

AI to HR: Welcome, intelligence optimisation!

AI to HR: Welcome, intelligence optimisation!

What happens to the People team when it's juggling bodies AND bots?Thanks for listening to this special episode of AI Today. Read along with the show, here.

25 Touko 202510min

25 ways to put AI agents to work - right now!

25 ways to put AI agents to work - right now!

We've been waiting a hot minute for some genuinely useful AI agent case studies to drop.Now we have 25 on our plate.Take a listen to the highlights reel and then download them for yourself:https://www...

21 Touko 202513min

Google I/O 2025: What happens now?

Google I/O 2025: What happens now?

Read the full story here:https://medium.com/@DaveThackeray/a-world-beyond-google-i-o-2025-ea56bcd5e208We're on the cusp of some major announcements that will send shockwaves, and a spike in defibrilla...

19 Touko 202516min

Hallucination solution : Customer service ready for revolution!

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.Wh...

15 Touko 202518min