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HomeArtificial Intelligence PodcastsAI Papers: A Deep Dive
AI Papers: A Deep Dive
Artificial Intelligence

AI Papers: A Deep Dive

Active· last episode 20 days ago
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~26 min episodes

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About AI Papers: A Deep Dive

Long-form deep dives into new research on Artificial Intelligence, AI agents and the engineering practice of building them - one paper per episode. We unpack the motivating problem, how the method actually works, the math that matters, what the experiments do and don't show, and the strongest critique against the result. The goal isn't a five-minute summary; it's the kind of conversation you'd have with a colleague who actually read the paper. Topics span large language models, autonomous agents, agentic coding, reinforcement learning for agent training, evaluation and benchmarks, alignment, and the practical engineering decisions that make agentic systems actually work in production. Most papers are pulled from arXiv, often within days of release. Hosted by AI voices generated with ElevenLabs. Episode scripts are produced by a multi-stage Claude pipeline working from a close reading of the source paper. New episodes daily.

Language
English
Type
podcast

Episodes(50)

  1. 1

    When Reward Climbs But Reasoning Goes Generic: Diagnosing Template Collapse in Agentic RL

    26 May22m
  2. 2

    How Two Silent Library Bugs Quietly Invalidated a Wave of Reasoning Papers

    26 May23m
  3. 3

    Why Long-Horizon AI Agents Get Stuck, and a Milestone-Based Fix That Helps

    26 May24m
  4. 4

    Exploration Hacking: When Models Sabotage Their Own RL Training

    26 May23m
  5. 5

    What Happens Inside Claude When It Decides to Blackmail Someone

    26 May22m
  6. 6

    Why a Debugger Designed for Humans Is the Wrong Tool for an AI Agent

    26 May22m
  7. 7

    The Sycophancy Circuit That Survives Alignment Training

    26 May29m
  8. 8

    How to Pick the Best of Sixteen Coding Agent Rollouts

    26 May17m

+42 more — listen on the platforms above

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