Journal Club

Journal Club

JournalClub.io

5.0from 6 ratings

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53
Episodes
47
Transcribed
6
Ratings
Monthly
Cadence
2024
First episode

About Journal Club

The latest academic research, explained in plain English.

Publisher
JournalClub.io
Category
technology
Language
en
Explicit
No
First episode
28 Apr 2024
Latest episode
23 Aug 2026

Latest episodes

47 of 53 episodes have a transcript.

  1. 23 Aug 2026TRANSCRIPT

    Deductive Logic in Language Models: Horizontal vs. Vertical Reasoning

  2. 18 Aug 2026TRANSCRIPT

    Ultra-high bit density liquid-state colloidal memory

  3. 15 Jul 2026TRANSCRIPT

    Human–machine teaming for leisure motorboat layout design

Inside a recent episode

Deductive Logic in Language Models: Horizontal vs. Vertical Reasoning

Published 23 Aug 2026 · Transcript excerpt

[…] They're getting trained with an inductive learning process, and then running inference on those weights. And that is very different than the explicit deductive process I learned in school. So how are they doing it? How do systems that are built on a completely different type of cognitive pattern excel at tasks that we humans normally associate with deliberate logical deduction? And that's the question the authors are trying to answer in today's paper. They want to know two things. One, how a transformer actually implements multi-step deductive reasoning internally. And two, whether that computation differs when the reasoning happens through generated intermediate tokens versus through the model's layers. […]

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Apple Podcasts (US)
5.0 / 5
4 ratings
Spotify
5.0 / 5
2 ratings

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Guest appearances
Books guests

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Questions about Journal Club

How often do new episodes come out?

The show publishes monthly, based on its RSS feed.

Does Journal Club take guests?

Yes. Guests have been identified in episode analyses.

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47 of 53 episodes have a transcript on Pod Engine. Full transcripts are available with a Pod Engine plan.

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