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Welcome to the confusion matrix where we have lively and candid discussions about data, data science and AI in day to day life, business and beyond.... more
FAQs about The Confusion Matrix:How many episodes does The Confusion Matrix have?The podcast currently has 26 episodes available.
October 13, 2025No Surprises – Analysis of The GenAI Divide MIT ReportAlex and Pete discuss MIT’s study revealing 95% of GenAI projects fail despite massive enterprise investment. They explore why companies struggle to scale beyond pilots, the “shadow AI economy” of employees secretly using personal AI tools, and practical strategies for successful implementation including adaptive systems and treating AI procurement like business process outsourcing....more1h 9minPlay
October 03, 2025Terminal Velocity – LLMs and The Inexorable March to Text First UIsAlex explains his slow but unstoppable gravitation to text based interfaces and an “everything via the terminal” mentality. After all, who needs graphical operating systems? To do this, Pete and Alex take a ramble through the history of nerd-first user interfaces, discuss why keyboard layouts are stupid, how this relates to window based OSes and […]...more1h 18minPlay
September 22, 2025Peak LLM = Peak Swiss CheesePete and Alex ponder whether we are at the point where LLMs are as good as they are going to get, and what the implications of this are. This requires a dip into the murky depths of what businesses exist to do and how the randomness that the LLMs generate is antithetical to how businesses […]...more1h 2minPlay
September 08, 2025AI Coded Personalised Software – Brave New World or Brand New ApocalypseJoin Alex and Pete as they discuss building software that suits only your needs and idiosyn-crazies using AI. Surely this is a good thing, and not just another apocalypse in disguise? There’s only one way to find out!...more1h 10minPlay
August 27, 2025LLM Quality Assurance Part 2 – Blowing Hot and Cold about Demand Side QAPete and Alex discuss the challenges of deploying language models in end-user facing systems, the dilemma of diversity vs accuracy of output, and how all of this is a giant headache for data scientists and software engineers alike....more58minPlay
August 19, 2025LLM Quality Assurance Part 1 – Supply Side QA, model accuracy and why cheese is not a fruitPete and Alex discuss the challenges of training models for accuracy, reliability and capability, and various techniques that are being used to ensure these. They talk about how to think about how the models work, why they get things wrong and Alex makes an impassioned case for why cheese should be considered a fruit!...more57minPlay
August 05, 2025BI, the state of it!Alex and Pete battle the demons of unruly technology to give you a brief history of Business Intelligence and their relationship with it. They lament that it all seems to still be about dashboards, why this sucks and offer some alternatives. And yes, AI makes an appearance. Alex also recounts mysterious case of Strategy, the […]...more1h 8minPlay
July 21, 2025GenAI, the state of it!Pete and Alex discuss the range of views on the impact of GenAI on jobs, the seemingly intractable situation that decision makers find themselves in regarding AI adoption, the marvels of modern enterprise procurement procurement, and the AI pricing problem. Oh, and we also get an update on the state of Alex’s thumb....more1h 10minPlay
July 15, 2025Agents of Chaos – Deadlines and the Dangers of Delegating to AI AgentsAlex recounts his harrowing tale of vibe coding hubris, a rogue AI agent, a busted deadline and a bruised ego. He and Pete discuss the need for a measured approach to using AI agents for mission critical work, the need for actual tech skills when using agents, and how managing them is not really that […]...more1hPlay
July 06, 2025Vibe coding…live!Alex takes us on a vibe coding adventure, fixing a bug using an AI agent live (ish), before our very ears! Ada makes a rather fruity appearance, as she and Pete are dazzled by unreasonable effectiveness of AI coding agents. Finally, Pete and Alex discuss the implication to their discipline, the tech industry as a […]...more1h 22minPlay
FAQs about The Confusion Matrix:How many episodes does The Confusion Matrix have?The podcast currently has 26 episodes available.