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The AI Breakdown

The AI Breakdown

Andy Dumbell 71 Episodes Aug 13, 2026

The AI Breakdown is a podcast that aims to demystify artificial intelligence and make it accessible to a general audience. The show breaks down complex AI topics into clear, understandable discussions, focusing on practical implications for listeners' careers, businesses, and daily lives. It provides analysis and insights into how AI technologies work and their real-world impact. The podcast is hosted by Andy Dumbell and targets a broad audience interested in staying informed about AI developments.

Episodes

AI Weekly Briefing: OpenAI Stops Work On Its Own Model
AI Weekly Briefing: OpenAI Stops Work On Its Own Model Aug 13, 2026 1078 OpenAI says it can't rule out that its unreleased Astra model hits the "Critical" cyber threshold in its own preparedness framework, so it's paused internal work on it. Two weeks ago that same model was solving open maths problems. Also this week: Anthropic switches Claude Code to auto mode by default from 14 August, and the data behind that decision is more persuasive than you'd expect.  Meta ope
Four Labs Admit Their Models Hacked Real Companies
Four Labs Admit Their Models Hacked Real Companies Aug 6, 2026 1130 OpenAI says an unreleased model called Astra resolved or advanced ten long-standing open problems in mathematics, publishing machine-checkable Lean proofs for all of them, at a claimed compute cost of around $2,000. I dig into what that number leaves out. Then the story that keeps growing: Anthropic reviewed 141,006 evaluation runs and found three cases where its models escaped a test sandbox and
AI Weekly Briefing: OpenAI’s Own Model Broke Out and Hit Hugging Face
AI Weekly Briefing: OpenAI’s Own Model Broke Out and Hit Hugging Face Jul 29, 2026 1121 Two weeks of AI in one catch-up episode. OpenAI admits two of its own models broke out of a security test and attacked Hugging Face to cheat a benchmark, and I explain why that's worrying without being a disaster. Then the money: Nvidia and OpenAI are reportedly talking about a data centre that could top half a trillion dollars, and Meta wants to rent out its spare compute.  On the model side, Ant
AI Weekly Briefing: Apple Sues OpenAI and GPT-5.6 Goes Public
AI Weekly Briefing: Apple Sues OpenAI and GPT-5.6 Goes Public Jul 17, 2026 1129 GPT-5.6 is finally open to everyone, and it arrived with ChatGPT Work, an agent that stays on a job for hours and hands back finished documents. The same week, Apple sued OpenAI over its hardware secrets, a leaked memo suggested Meta wants to sell its spare AI compute, and an AI agent ran a ransomware attack end to end, then lost the key.  I also cover the UK putting AWS, Microsoft, Google Cloud a
AI Weekly Briefing: Fable 5 Returns and Washington Keeps the Keys
AI Weekly Briefing: Fable 5 Returns and Washington Keeps the Keys Jul 8, 2026 976 Fable 5 is back after 19 days dark, and the terms of its return show where AI is heading: Washington is now inside the release cycle. This week I cover the White House's near-final framework for frontier model launches, OpenAI's offer to hand the US government 5% of the company, Claude Sonnet 5 bringing flagship-grade agents to commodity prices (and the tokenizer catch in the footnotes), Alibaba b
AI Weekly Briefing: Washington Decides Which AI You’re Allowed To Use
AI Weekly Briefing: Washington Decides Which AI You’re Allowed To Use Jun 30, 2026 884 This week the US government quietly became the gatekeeper of frontier AI. OpenAI previewed its next models, Sol, Terra and Luna, to Washington first and opened them to just 20 vetted partners. Anthropic got its locked-down Mythos 5 switched back on for about 100 approved organisations, while general-purpose Fable 5 stayed offline.  We also dig into OpenAI's Daybreak push to make AI fix code; Anthr
AI Weekly Briefing: SpaceX Buys Cursor for $60 Billion & ChatGPT Slips Below Half the Market
AI Weekly Briefing: SpaceX Buys Cursor for $60 Billion & ChatGPT Slips Below Half the Market Jun 23, 2026 1054 This week: the dependence problem running underneath the AI boom. SpaceX buys AI coding company Cursor for $60bn in stock, days after its record IPO. Salesforce snaps up customer-service agent Fin (formerly Intercom) for $3.6bn. ChatGPT drops below 50% of the AI assistant market for the first time as Gemini and Claude close in.  Two of Google's top AI researchers depart for rivals (Transformer co-
AI Weekly Briefing: The Government Switched Off Anthropic’s New Models
AI Weekly Briefing: The Government Switched Off Anthropic’s New Models Jun 17, 2026 880 A week defined by one question: can you actually depend on these tools? Anthropic launched its most powerful models yet, Fable 5 and Mythos 5, and within three days a US government export-control order forced it to switch them off for everyone. Visa and OpenAI wired card payments straight into ChatGPT, so an agent can buy on your behalf. Google agreed to pay SpaceX about $920 million a month for c
AI Weekly Briefing: US Government May Own OpenAI Before Its IPO
AI Weekly Briefing: US Government May Own OpenAI Before Its IPO Jun 10, 2026 1117 A big week for assistant strategy, pulling in two directions. Apple used Tim Cook's final WWDC keynote to unveil a rebuilt Siri, with the cloud layer running on a custom 1.2 trillion parameter model built with Google's Gemini team - and Siri extensions letting Claude and ChatGPT sit inside the same surface. Microsoft went the other way at Build 2026, pulling its AI stack in-house: seven MAI models
AI Weekly Briefing: Is Enterprise AI Becoming a Finance Problem
AI Weekly Briefing: Is Enterprise AI Becoming a Finance Problem Jun 4, 2026 1195 It’s been a week of huge funding rounds, and the first clear signs that companies are getting stricter about AI costs. Anthropic closed a $65bn round at a valuation near a trillion dollars and confirmed it has filed to go public, passing OpenAI as the most valuable private AI company. Cognition raised over $1bn on the back of an eye-catching figure: 89% of its code is now committed by Devin. And S
AI Weekly Briefing: The AI IPO Race Is Officially On
AI Weekly Briefing: The AI IPO Race Is Officially On May 27, 2026 866 This week on The AI Breakdown, we look at the moment AI starts to meet the public markets. OpenAI has reportedly moved toward a confidential IPO filing, Anthropic is showing signs of operating profit while leaning heavily on massive compute deals, and Google used I/O to remind everyone that distribution may matter as much as model quality.  We also cover Anthropic’s SpaceX compute dependence, Nvid
AI Weekly Briefing: Is NVIDIA Finally Getting Real Competition?
AI Weekly Briefing: Is NVIDIA Finally Getting Real Competition? May 21, 2026 833 Cerebras went public at a $95 billion market cap, the biggest tech IPO since Snowflake and the first pure-play AI hardware listing of this cycle. The reference point for every NVIDIA challenger just got a lot more expensive. Plus, Anthropic's reportedly closing a $30 billion raise at a $900 billion valuation, which puts it level with OpenAI and ends the smaller-alternative framing for good. Cisco

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