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Dan's AI Intel

Daniel Walter

The AI revolution is moving faster than anyone can follow. I'm Dan — each week Dan's AI Intel takes the one development that actually matters and digs past the hype and the fear to what's really going on, and what it means: for the economy, for politics, and for the race between the labs — not just the tech. A deeply-researched, two-host show for curious people who want to understand where this is all heading, not just react to the day's news.

The full written reports — with interactive charts, sources and exhibits — and all of Dan's shows are at connectiveshift.com.

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  • 22 episodes
  • Avg 31 min
  • English

Episodes 22

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  • #43
    August 13 · 24 min

    Europe and AI: The Continent That Quietly Quit the Frontier

    Europe keeps announcing it will become the "first AI Continent" — but on the one measure that decides the frontier, compute, it holds roughly 5% of the world's capacity to America's 75%. This episode digs past Ursula von der Leyen's €10 billion gigafactory pledge to where Europe really stands on investment, companies, posture, and regulation — and why the €10B-versus-Anthropic framing is a category error hiding a starker truth: one American company's five-year cloud bill now roughly equals the entire €200 billion InvestAI programme. We go deep on Mistral — its revenue trajectory, its models, its near-doubled ~€20 billion valuation, and why it is a sovereign hedge rather than a frontier rival — then map the credible European effort that does exist, in defence (Helsing) and applied AI, even as it runs on American chips and Gulf money. The uncomfortable conclusion: Europe won't be a frontier player this decade, but it can still own the few pieces of the AI stack it cannot afford to rent. I'm Dan. AI moves too fast to keep up with, so I built my own stack of AI tools to research, analyse, verify and illustrate the questions I can't stop thinking about — mostly to learn it myself, and I share what I find. AI-assisted, fact-checked, worth a second look. Follow Dan's AI Intel in whatever app you're listening in — it's free, and a follow is the single biggest thing that helps a small independent show grow. One quick thing, from Dan — I make this show mostly to keep up with AI myself, and I'd love to make it better. If there's something you'd push back on or want me to go deeper on, tell me: podcast@connectiveshift.com — I read every one. The full written report — with the charts, sources and interactive exhibits — is on the site: read it here. Browse every episode and all of Dan's shows at connectiveshift.com. This show is AI-generated and fact-checked — deeply researched, and worth a second look. Follow Dan's AI Intel — it's free, and the single best way to help a small independent show grow. Thoughts or pushback? podcast@connectiveshift.com — I read every one.

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  • #42
    August 11 · 29 min

    AI Benchmark Trap: Why the Top Model Can't Do What You Ask

    A model can top every capability benchmark and still be miserable to work with — and that gap is not your imagination. A leaderboard measures one thing: correctness on a fixed test the model may already have seen. What actually decides whether it does what you ask is three unadvertised axes — how reliably it repeats a task, how tightly it obeys the specific instruction in front of it, and the character trained into it after pre-training. This episode makes the intangible "vibe" of a model concrete and measurable. We trace why reliability collapses across repeated attempts (pass@1 versus pass^k), how contamination and harness choice inflate or swing headline scores, how personality is engineered through post-training and model specs — and, the practical payoff, exactly who reliably measures real-world usability today, and how to pick the right model for your work in an afternoon instead of wasting days. I'm Dan. AI moves too fast to keep up with, so I built my own stack of AI tools to research, analyse, verify and illustrate the questions I can't stop thinking about — mostly to learn it myself, and I share what I find. AI-assisted, fact-checked, worth a second look. Follow Dan's AI Intel in whatever app you're listening in — it's free, and a follow is the single biggest thing that helps a small independent show grow. One quick thing, from Dan — I make this show mostly to keep up with AI myself, and I'd love to make it better. If there's something you'd push back on or want me to go deeper on, tell me: podcast@connectiveshift.com — I read every one.

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Showing 21–22 of 22 episodes