Making AI Trustworthy at Scale: The Neurosymbolic Path Forward (Butcher, Tunstall-Pedoe) | DLD26

William Tunstall-Pedoe, founder and CEO of UnlikelyAI, and journalist Mike Butcher (Pathfounders) discuss a groundbreaking shift in artificial intelligence: the pursuit of trustworthy, explainable, and highly accurate AI at scale. Tunstall-Pedoe introduces the concept of “neuro-symbolic AI,” a hybrid approach that combines the power of neural networks with the precision and reliability of traditional algorithmic software. Unlike large language models (LLMs) that rely on statistical guesses and require immense power, this approach aims to offer both the capabilities of cutting-edge AI and the transparency businesses and regulated industries urgently need, Tunstall-Pedoe explains. In many enterprises, AI pilot projects often fail to reach production because systems occasionally go wrong, can’t justify outputs, and don’t fit regulated requirements. That’s why UnlikelyAI focuses first on finance, insurance, accounting, and other regulated industries where a bad decision is costly, as you’ll hear. Watch the video for further insights into this innovative approach to making AI more trustworthy. Discover inspiring talks from past DLD Conferences and catch the highlights on the this channel. Stay updated with thought leaders, groundbreaking ideas, and key moments from our events! For news, upcoming events and more interesting topics make sure to also visit: DLD Website: https://dld-conference.com DLD on LinkedIn:   / dld-conference   DLD on Instagram:   / dldconference   DLD on Twitter:   / dldconference   DLD on Facebook:   / dldconference  

Closing the Intelligence Gap: The Next Wave of AI Breakthroughs | DLD26
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Closing the Intelligence Gap: The Next Wave of AI Breakthroughs | DLD26

Harari and Tegmark on Humanity and AI
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Harari and Tegmark on Humanity and AI

Lost for Words: Screentime and the hidden cost to children's communication
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Lost for Words: Screentime and the hidden cost to children's communication

Anthropic C.E.O.: Massive A.I. Spending Could Haunt Some Companies
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Anthropic C.E.O.: Massive A.I. Spending Could Haunt Some Companies

Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan
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Andrej Karpathy: From Vibe Coding to Agentic Engineering w/ Stephanie Zhan

New Frontier AI - Bringing Europe back to the AI Development Table | DLD26
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New Frontier AI - Bringing Europe back to the AI Development Table | DLD26

Something is jamming GPS over Europe. Here's what we found
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Something is jamming GPS over Europe. Here's what we found

What Will the Next Major AI Breakthrough Look Like | DLD26 (Richard Socher, Ina Fried)
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What Will the Next Major AI Breakthrough Look Like | DLD26 (Richard Socher, Ina Fried)

Building the PERFECT Linux PC with Linus Torvalds
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Building the PERFECT Linux PC with Linus Torvalds

Leading in the Age of AI: A Conversation with NVIDIA CEO Jensen Huang | Global Conference 2026
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Leading in the Age of AI: A Conversation with NVIDIA CEO Jensen Huang | Global Conference 2026

Demis Hassabis: Why AGI is Bigger than the Industrial Revolution & Where Are The Bottlenecks in AI
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Demis Hassabis: Why AGI is Bigger than the Industrial Revolution & Where Are The Bottlenecks in AI

Conan O’Brien Delivers the Commencement Address | Harvard Commencement 2026
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Conan O’Brien Delivers the Commencement Address | Harvard Commencement 2026

Andrej Karpathy: Software Is Changing (Again)
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Andrej Karpathy: Software Is Changing (Again)

The Thinking Game | Full documentary | Tribeca Film Festival official selection
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The Thinking Game | Full documentary | Tribeca Film Festival official selection

Inside OpenAI's Stargate Megafactory with Sam Altman | The Circuit
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Inside OpenAI's Stargate Megafactory with Sam Altman | The Circuit

Jensen Huang of Nvidia on the Future of A.I. | DealBook Summit 2023
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Jensen Huang of Nvidia on the Future of A.I. | DealBook Summit 2023

Epistemic Warfare (Maja Göpel) | DLD26
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Epistemic Warfare (Maja Göpel) | DLD26

FULL DISCUSSION: Google's Demis Hassabis, Anthropic's Dario Amodei Debate the World After AGI | AI1G
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FULL DISCUSSION: Google's Demis Hassabis, Anthropic's Dario Amodei Debate the World After AGI | AI1G

The Biggest AI Opportunity Is Still Being Missed
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The Biggest AI Opportunity Is Still Being Missed

AI & Education: Generative AI & the Future of Critical Thinking
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AI & Education: Generative AI & the Future of Critical Thinking