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Vanishing Gradients Vanishing Gradients Hugo Bowne-Anderson Game Mess Mornings Game Mess Mornings Giant Bomb Future Money Future Money Interledger Foundation TechCheck TechCheck CNBC Secure AF - A Cybersecurity Podcast Secure AF - A Cybersecurity Podcast Alias Cybersecurity The IT Guy Show The IT Guy Show Eric Hendricks Women talkin' 'bout AI Women talkin' 'bout AI Kimberly Becker & Jessica Parker Hacker Proof HQ Hacker Proof HQ Hacker Proof HQ America’s Frontlines America’s Frontlines Tom Sheffield Big Technology Podcast Big Technology Podcast Alex Kantrowitz The Josh Bersin Company The Josh Bersin Company Josh Bersin Daily Cyber Threat Brief Daily Cyber Threat Brief Simply Cyber Media Group The DISRUPTED SCIENCE Podcast The DISRUPTED SCIENCE Podcast Caldera Information Solutions LLC Starter Story Starter Story Starter Story Disintegrator Disintegrator Roberto Alonso Trillo, Marek Poliks, and Helena McFadzean Talking HealthTech Talking HealthTech Talking HealthTech From the Crows' Nest From the Crows' Nest Association of Old Crows The AllinCrypto Podcast The AllinCrypto Podcast AllinCrypto Ground Floor Government Ground Floor Government PhoneLive.io Production Expert Podcast Production Expert Podcast Production Expert Access On Access On National Federation of the Blind The Tech Report The Tech Report Times Radio POD256 | Bitcoin Mining, Freedom Tech, and Awesome Tangents POD256 | Bitcoin Mining, Freedom Tech, and Awesome Tangents POD256 AI Unraveled: Latest AI News, ChatGPT, Gemini, Claude, DeepSeek, Gen AI, LLMs, Agents, Ethics, Bias AI Unraveled: Latest AI News, ChatGPT, Gemini, Claude, DeepSeek, Gen AI, LLMs, Agents, Ethics, Bias Etienne Noumen The Virtual CISO Podcast The Virtual CISO Podcast John Verry Cyber Voices Cyber Voices Australian Information Security Association (AISA) The Vergecast The Vergecast The Verge Solo Founders Solo Founders Solo Founders Sujétame el micro Sujétame el micro Emilio Cano The Good Tech Companies The Good Tech Companies HackerNoon The a16z Show The a16z Show Andreessen Horowitz The Ruby on Rails Podcast The Ruby on Rails Podcast David Hill 9to5Mac Daily 9to5Mac Daily 9to5Mac The Audacity to Podcast® - tips and how to start and grow profit in podcasting The Audacity to Podcast® - tips and how to start and grow profit in podcasting Daniel J. Lewis The Data & AI Chief The Data & AI Chief ThoughtSpot The Space Policy Show The Space Policy Show The Aerospace Corporation AI For Humans: Weekly AI News, Tools & Trends AI For Humans: Weekly AI News, Tools & Trends Kevin Pereira & Gavin Purcell
Vanishing Gradients

Technology

Vanishing Gradients

Hugo Bowne-Anderson

What Claude Fable Means for Coding Agents

July 08, 2026 4:22am 1:02

Nicolay Gerold works all day and night on AMP, one of the most interesting coding-agent harnesses out there.If you’re building with coding agents, this conversation will help you understand: * when to trust the model, * ...

The Future of Agentic Data Science

May 25, 2026 12:33am 1:04

So I think we’re really at a historical moment, and the opportunity is massive. Almost 15 years ago, we were promised that data science was going to be this incredible thing and create all this value for people. And I th...

Agent-Harness.ipynb*

May 19, 2026 8:56pm 1:19

One thing that I don’t like about Claude is that you get into this weird mental state: oh, I think I trust the model. Let’s do the slot machine. Hit click, which puts you in an inactive mode of thinking.  Maybe it’s bett...

Agentic Engineering and the Lost Art of Verification

May 12, 2026 3:09am 1:32

> I almost don’t read code now. My approach with Roborev is it’s like my code reader. The mantra is: Roborev reads every line of code that is generated. It gets read multiple times. And so, whenever I push up a pull req...

Next Level AI Evals for 2026

April 23, 2026 12:13am 53 min

There are a lot of reasons why we should do AI evals. For many companies doing AI evals is the way to build the feedback loop into the product development lifecycle. So it is like your compass. We’re using AI evals as a ...

Privacy Theater Is Not Privacy Engineering: What It Actually Takes to Ship Safe AI

April 14, 2026 11:08pm 1:06

Katharine Jarmul, Privacy in ML/AI Expert & Author of Practical Data Privacy, joins Hugo to unpack why most AI privacy advice is theater: and what technical privacy actually looks like when you’re shipping LLMs, agents,...

LLM Architecture in 2026: What You Need to Know with Sebastian Raschka

April 12, 2026 9:52pm 1:18

If you take a model release as an anchor point, let’s say Nemotron 3 or Qwen 3.5, you can go in both directions: You can either plug them into an agent and play around with that, or you can look, okay, what does the mode...

Episode 72: Why Agents Solve the Wrong Problem (and What Data Scientists Do Instead)

March 20, 2026 5:11pm 1:33

I often see what I would consider to be b******t evals, especially in data, like write this dumb SQL. Almost every one of these dumb SQL questions that I’ve seen for benchmarks are just so either obviously easy or overwh...

Episode 71: Durable Agents - How to Build AI Systems That Survive a Crash with Samuel Colvin

February 17, 2026 7:54pm 51 min

Our thesis is that AI is still just engineering… those people who tell us for fun and profit, that somehow AI is so, so profound, so new, so different from anything that’s gone before that it somehow eclipses the need fo...

Episode 70: 1,400 Production AI Deployments

February 11, 2026 10:08pm 1:09

There’s a company who spent almost $50,000 because an agent went into an infinite loop and they forgot about it for a month.It had no failures and I guess no one was monitoring these costs. It’s nice that people do write...

Episode 69: Python is Dead. Long Live Python! With the Creators of pandas & Parquet

February 02, 2026 9:44pm 55 min

> It’s the agent writing the code. And it’s the development loop of writing the code, building testing, write the code, build test and iterating. And so I do think we’ll see for many types of software, a shift away from ...

Episode 68: A Builder’s Guide to Agentic Search & Retrieval with Doug Turnbull & John Berryman

January 22, 2026 6:41pm 1:28

The best way to build a horrible search product? Don’t ever measure anything against what a user wants.Search veterans Doug Turnbull (Led Search at Reddit + Shopify; Wrote Relevant Search + AI Powered Search) and John Be...

Episode 67: Saving Hundreds of Hours of Dev Time with AI Agents That Learn

January 13, 2026 8:33pm 1:18

 This is continual learning, right? Everyone has been talking about continual learning as the next challenge in AI. Actually, it’s solved. Just tell it to keep some notes somewhere. Sure, it’s not, it’s not machine learn...

Episode 66: The Agent Paradox - Why Moderna's Most Productive AI Systems Aren't Agents

January 08, 2026 12:44am 42 min

Surprise. We don’t have agents. I actually went in and did an audit of all the LLM applications that we’ve developed internally. And if you were to take Anthropic’s definition of workflow versus agent, we don’t have agen...

Episode 65: The Rise of Agentic Search

December 18, 2025 10:36pm 51 min

We’re really moving from a world where humans are authoring search queries and humans are executing those queries and humans are digesting the results to a world where AI is doing that for us.Jeff Huber, CEO and co-found...

Episode 64: Data Science Meets Agentic AI with Michael Kennedy (Talk Python)

December 02, 2025 10:00pm 1:02

We have been sold a story of complexity. Michael Kennedy (Talk Python) argues we can escape this by relentlessly focusing on the problem at hand, reducing costs by orders of magnitude in software, data, and AI.In this ep...

Episode 63: Why Gemini 3 Will Change How You Build AI Agents with Ravin Kumar (Google DeepMind)

November 22, 2025 1:30am 1:00

Gemini 3 is a few days old and the massive leap in performance and model reasoning has big implications for builders: as models begin to self-heal, builders are literally tearing out the functionality they built just mon...

Episode 62: Practical AI at Work: How Execs and Developers Can Actually Use LLMs

October 31, 2025 2:00am 59 min

Many leaders are trapped between chasing ambitious, ill-defined AI projects and the paralysis of not knowing where to start. Dr. Randall Olson argues that the real opportunity isn't in moonshots, but in the "trillions of...

Episode 61: The AI Agent Reliability Cliff: What Happens When Tools Fail in Production

October 15, 2025 10:00pm 28 min

Most AI teams find their multi-agent systems devolving into chaos, but ML Engineer Alex Strick van Linschoten argues they are ignoring the production reality. In this episode, he draws on insights from the LLM Ops Databa...

Episode 60: 10 Things I Hate About AI Evals with Hamel Husain

September 30, 2025 2:30am 1:13

Most AI teams find "evals" frustrating, but ML Engineer Hamel Husain argues they’re just using the wrong playbook. In this episode, he lays out a data-centric approach to systematically measure and improve AI, turning un...

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