PODCAST

AI Deep Dive

Pete Larkin

Curated AI news and stories from all the top sources, influencers, and thought leaders.

news tech news

All Episodes

17:18

96: Making Autonomous Health Decisions

AI Deep Dive ·

2026/01/12

This episode explores OpenAI’s launch of ChatGPT Health, a private experience that integrates personal medical records and fitness data from platforms like Apple Health and MyFitnessPal to provide tailored wellness advice. We also examine Utah’s landmark decision to allow an AI system to autonomously approve prescription refills for 191 different medications, signaling a significant transition from AI providing health information to making actual medical decisions. Beyond healthcare, the discussion

18:35

95: The Year AI Earned Legal Authority

AI Deep Dive ·

2026/01/08

AI has crossed a line — it no longer only helps, it now decides. This episode traces that boundary shift from personalized health to institutional finance and consumer hardware. We unpack OpenAI’s ChatGPT Health, which links Apple Health, MyFitnessPal, Peloton and Be Well medical records into isolated, encrypted health chats that OpenAI promises not to use for model training — a move designed to trade scale for trust. Then we examine Utah’s landmark approval of Doctronic’s autonomous prescription

12:59

94: Holograms Health Tests and the New Rules of...

AI Deep Dive ·

2026/01/07

Frontier AI just leapt from demos to daily economics — money, models and medicine are moving at breakneck speed and marketers must rethink what wins. This episode synthesizes the week’s biggest moves: massive strategic capital (XAI’s $20B round and sovereign backers that tilt compute and distribution), a hardware arms race (multi‑gigawatt datacenters and Memphis facilities), and product leaps that push AI off the screen — Razer’s Project AVA holographic Grok companions, Gemini’s video‑to‑code

15:23

93: AI Agents Are Leaving the Cloud and Entering the...

AI Deep Dive ·

2026/01/06

This episode slices through a blistering news cycle to track three seismic shifts: AI assistants have migrated from speakers to the web and every screen; reasoning AI is going physical with open‑source stacks for cars and robots; and consumer adoption in healthcare is already massive and quietly consequential. We unpack Amazon’s tactical pivot — Alexa.com and an agentic Alexa Plus with Expedia, Yelp and Uber integrations — and why that distribution advantage matters as rivals like OpenAI chase

12:57

92: Infinite Junk Meets Self-Healing Code

AI Deep Dive ·

2026/01/05

This episode maps the extraordinary duality in AI right now — a tidal wave of low‑quality, algorithm‑farmed content flooding consumer platforms at the same time labs are training models that literally fix their own code. We start with hard data from Kapwing: 21% of the first 500 YouTube recommendations on a fresh account were “AI slop” — low‑effort, view‑farming video designed to game engagement. Channels like Bandar Apna Dust pulled billions of views (and an estimated $4.25M a year), proving

12:57

91: When AI Slop Meets Self Fixing Models

AI Deep Dive ·

2025/12/30

This episode maps the startling duality shaping AI right now: a flood of low‑quality, algorithm‑gamed content that’s degrading platforms, and simultaneously a leap in research where models literally teach themselves to fix code. We start with hard data: Kapwing found that 21% of the first 500 recommended YouTube videos on a fresh account were “AI slop” — low‑quality, auto‑generated clips created to farm views and ad dollars. That economy is massive and global (examples include a channel with ~2

13:05

90: Genesis Labs and the Rise of Personal Agents

AI Deep Dive ·

2025/12/22

The AI moment we’re living through is defined by two concurrent tectonic shifts: nation‑scale science mobilization and hyper‑personalized agents that act on behalf of people. On the macro side, governments are no longer passive regulators — the DOE’s “Genesis”‑style mobilization is a Manhattan‑Project scale play that stitches 17 national labs to 24 frontier tech firms (OpenAI, Google, Anthropic, Nvidia, Microsoft and more). Those partnerships pair specialized lab tools (AlphaGenome, AlphaVolve),

15:18

89: When Supercomputers Meet Specialist Agents

AI Deep Dive ·

2025/12/19

This episode maps the two-speed transformation reshaping AI: enormous, government-backed moonshots like the DOE’s Genesis mission that tie 24 tech giants to 17 national labs, and a parallel surge of hyperspecialized agentic tools built to solve narrow, high-value tasks. We break down the stakes — from AWS’s $50B infrastructure pledges and OpenAI’s rumored $100B raise to the emergence of GPT‑5.2 Codex, agent skills as an open standard, and the vibe coding boom that’s turning developer environments

17:51

88: Will Efficiency Decide AI’s Winners?

AI Deep Dive ·

2025/12/18

The AI battlefield has shifted from sheer scale to ruthless efficiency. In this episode we unpack three forces reshaping the market: Google’s Gemini 3 Flash—a speed‑optimized model that delivers frontier reasoning at roughly 3x the speed and 1/4 the price of its predecessor while scoring 33.7% on a tough multi‑domain benchmark (nearly matching GPT‑5.2); multibillion‑dollar infrastructure deals (Amazon’s rumored $10B pursuit of OpenAI and OpenAI’s $38B AWS pact) that are turning cloud providers into

14:39

87: Image Arms Race and the New Rules of AI Optimization

AI Deep Dive ·

2025/12/17

This episode cuts through the flood of AI headlines to give marketing leaders and AI practitioners the practical picture: an intense image-generation arms race, a mandatory shift from SEO to AI-first content (AEO), and a wake-up call about the hidden costs of multi-agent systems and inference economics. We unpack OpenAI’s GPT Image 1.5 — a major counterpunch to Google that claims up to 4x faster generation, far better handling of long-form text and infographics, and consistent edits that preserve

14:18

86: Today's Agent Era and Nvidia’s Power Play

AI Deep Dive ·

2025/12/16

The chatbot era is over—welcome to agents: autonomous, multi-step project managers that plan, execute and monitor complex work. This episode unpacks three seismic shifts reshaping marketing and enterprise AI: Nvidia’s strategic open-model push, lightning-fast leaps in professional reasoning, and how real users are deploying agents for high-value work.We break down Nvidia’s Nematron 3 lineup—Nano (30B parameters, available now), Super (100B) and Ultra (500B, arriving 2026)—and why releasing

12:42

85: The Universal Translator Moment

AI Deep Dive ·

2025/12/16

Google’s Gemini 2.5 flash native audio model just pushed real-time speech translation from sci-fi into everyday reality — streaming nuanced, tone-preserving translations to almost any Android headphone across 70+ languages and keeping context, slang and cultural meaning intact. In this episode we cut through headlines to show what actually matters for marketers and AI builders: how to use translation to unlock global audiences, why attention auditing with Google Stitch and the Nano Banana model can

15:28

84: Billion Dollar Content Wars Reshape the AI Race

AI Deep Dive ·

2025/12/12

This episode breaks down three seismic shifts now defining the AI landscape and what they mean for marketers and AI strategists. First, Disney’s surprising $1 billion equity and licensing deal with OpenAI — giving legal access to 200+ characters across Marvel, Pixar and Star Wars while explicitly excluding actor likenesses and voices — rewrites the economics of content. By monetizing IP and simultaneously suing rivals like Google, Disney has moved from victim to power broker, creating a playbook

15:10

83: Reasoning That Wins the Putnam and Fits in Your...

AI Deep Dive ·

2025/12/11

This episode unpacks three converging forces reshaping AI: a leap in synthetic reasoning, real-world maps of how people actually use assistants, and high-stakes corporate and infrastructure pivots. We start with a jaw-dropping benchmark—Nomos1, a 30B-parameter open model, scored 87/120 on the 2025 Putnam (placing second among ~4,000 competitors) using a two-phase workflow of parallel solution generation, self-critique, and a tournament selector—an advance that outperformed a rival run under the same

16:07

Who Wins When $10 Slides and Laptops Replace Experts

AI Deep Dive ·

2025/12/10

This episode unpacks the seismic shift in AI from model size to real-world impact—and why that matters for marketers and AI practitioners. We start with Gigatime, Microsoft’s open model that turns a $10 tissue slide into diagnostic insights worth thousands by training on 40 million cell samples and validating on 14,000+ patients to build a 300,000-image tumor library across 24 cancers. The result: 1,200 previously hidden patterns that push population-scale medical insight into routine care and force

16:07

81: The Productivity Earthquake Shaping AI’s Next Act

AI Deep Dive ·

2025/12/10

This episode maps the data-driven leap that shows AI moving from incremental help to radical enablement across three fronts: enterprise productivity, hardware and workflow integration, and geopolitical economics. OpenAI’s first large scale enterprise report finds 75% of workers can now do tasks they literally couldn’t before, average ChatGPT business users save 40 to 60 minutes a day, power users gain more than 10 hours per week, and top coders show a 17x output gap—forcing HR and product leaders to

16:07

80: Orchestration Outsmarts Scale

AI Deep Dive ·

2025/12/08

The pace of AI advancement just flipped the playbook — clever orchestration is now competing with raw scale. Six months after top models struggled on the ARC AGI2 reasoning benchmark, a six-person startup called Poetic hit 54% (beating Google’s DeepThink at 45%) by wrapping Gemini 3 Pro in a strategic, self‑auditing meta layer — and did it for $30 per task versus DeepThink’s $77. That cost and performance delta means state‑of‑the‑art reasoning is suddenly accessible to much smaller teams, shifting

13:22

79: The Soul Document and the IPO Stress Test

AI Deep Dive ·

2025/12/05

Anthropic sits at a collision point most companies only dream of: a mission built around model safety and character is being pressure‑tested by an aggressive IPO race, enormous strategic investors, and the economics of a compute‑hungry industry. This episode walks through the leaked "Soul Document" that shapes Claude’s priorities (safety, ethics, functional emotions) and what it means that those philosophical choices are now being trained into a model while Anthropic prepares for a public listing

12:48

78: Fast Robots Slow Business Models

AI Deep Dive ·

2025/12/04

The gap between AI research and physical robots is collapsing faster than most businesses can price or trust it. This episode breaks down the simulation first playbook that turned a London startup’s 5 month humanoid build into a machine walking within 48 hours by packing 52.5 million seconds of reinforcement learning into two days of cloud time, and contrasts that with Tesla Optimus’s new untethered sprint and MIT’s bee sized microbot pulling 10 flips in 11 seconds. We trace how massive digital

12:20

77: Code Red: OpenAI Sounds the Alarm

AI Deep Dive ·

2025/12/03

OpenAI’s internal “Code Red” memo was just the loudest signal in a week that made one thing clear: leadership in AI is no longer a given. The competitive landscape has fractured into three simultaneous battlegrounds — raw performance (new short‑cycle models and benchmarks), enterprise stacks (cost‑efficient, vertically integrated full‑stack offers), and decentralized open‑source momentum (small, fast models running locally). Key developments to watch: OpenAI fast‑tracking tactical and long‑term

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