Ep. 11 - The Brain Behind the Bot: Decoding AI's Hidden World
In the Long Run4 Apr 2025

Ep. 11 - The Brain Behind the Bot: Decoding AI's Hidden World

Welcome to "In the Long Run," the podcast where we explore technology, data, and AI decision-making.

In this episode, Jim and João discuss Anthropic's research on mechanistic interpretability, which aims to reverse-engineer neural networks to understand how AI models actually work. They compare AI models to human brains as "black boxes" with unclear internal processes and explore how multilingual models like Claude may use a universal "concept language" internally before translating to specific human languages. The conversation also touches in the part of the study that reveals evidence that AI models plan multiple words ahead rather than simply predicting one word at a time.

We further discuss the shift from "large language models" to "foundation models" as these systems now incorporate multiple modalities including text, images, and audio. They highlight GPT-4's new image generation capabilities that recently dominated social media with "Ghiblifying" images. The episode concludes with AI news including Google's Gemini 2.5 release, OpenAI's plans for an open-weight model, and the adoption of Model Context Protocol as a potential industry standard for AI tools.

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Avsnitt(28)

Ep. 28 - Anthropic closer to God than the Pope?!

Ep. 28 - Anthropic closer to God than the Pope?!

In this episode of In The Long Run, we discuss Anthropic’s growing role in AI, from its collaboration with the Vatican on ethical questions to its compute deal with xAI. We also explore Andrej Karpath...

30 Maj 41min

Ep. 27 - The Agent Takes It All

Ep. 27 - The Agent Takes It All

Agentic AI is moving from clever chat to real work. In this episode, Jim and João discuss GPT Image 2.0, Codex, GPT-5.5, agents in ChatGPT, and why these tools matter beyond software development. They...

2 Maj 38min

Ep. 26 - How to survive the AI Age

Ep. 26 - How to survive the AI Age

This week's episode opens with the Artemis II launch as a jumping-off point: progress doesn't happen automatically, it takes investment and will. Jim and João then unpack Alberto Romero's "How to Surv...

2 Apr 40min

Ep. 25 - The Bioshock of AI

Ep. 25 - The Bioshock of AI

Brain cells on a chip learning to play Doom: early signs of biological computing as an alternative to silicon chipsEmbodied intelligence through a simulated fly: testing whether cognition needs a body...

21 Mars 48min

Ep. 24 - Surveillance Gets Smarter

Ep. 24 - Surveillance Gets Smarter

In this episode of "In the long run", we unpack the escalating clash between the U.S. “Department of War” (Pentagon) and Anthropic, centered on whether a private AI company can restrict government use...

6 Mars 45min

Ep. 23 - OpenClaw: From AI Helper to Personal Assistant

Ep. 23 - OpenClaw: From AI Helper to Personal Assistant

Something Big is Happening… and we can feel it in the AI tools, the timelines, the culture and our business.In this episode of In the Long Run, we unpack Matt Schumer’s viral article and ask what’s si...

20 Feb 43min

Ep. 22 - Some of us prefer Space Junk

Ep. 22 - Some of us prefer Space Junk

In this episode we debate whether it makes sense to wait for the future, try to lead the frontier, or invest in the present — and what that means for change-management in an AI world.We also cover: th...

26 Nov 20251h 2min

Ep. 21 - AI for business and robots for consumers

Ep. 21 - AI for business and robots for consumers

This week’s episode: Jim attended an event with OpenAI in London and shares some highlights. OpenAI’s reorganisation has been finalised, sparking fresh discussions about AGI timelines. There was also ...

13 Nov 202546min

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