
- 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.

23 Aug 2026TRANSCRIPT
Deductive Logic in Language Models: Horizontal vs. Vertical Reasoning

18 Aug 2026TRANSCRIPT
Ultra-high bit density liquid-state colloidal memory

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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- 4 ratings
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- 2 ratings
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