DGP - Deep Gains Podcast for Tech

Episodes

1. 10

   GPT5 - All you need to know

   OpenAI's GPT-5 is introduced as their "smartest, fastest, most useful model yet," aiming to put "expert-level intelligence in everyone’s hands." This is a deep dive into the model based on its system card and other available resources.

   Aug 9, 2025

   30m
2. 9

   How does an AI LLM think ?

   This research from Anthropic investigates the internal workings of their Claude 3.5 Haiku language model using a methodology called circuit tracing. The authors explore a diverse range of capabilities, such as multi-step reasoning, poetry planning, multilingual processing, arithmetic, medical...

   Mar 30, 2025

   21m
3. 8

   Ep 8. Large Concept Models:

   The Large Concept Model (LCM) from meta, shifts from the traditional token-based processing to reasoning at the sentence level. This is done by embedding sentences as vectors in a high-dimensional SONAR space, enabling multi-lingual and multi-modal generalization.

   Dec 30, 2024

   6m
4. 7

   Ep 7. LLMs Reflect the Ideology of their Creators

   By identifying and analyzing moral assessments reflected in the generated descriptions, we find consistent normative differences between how the same LLM responds in Chinese compared to English. Similarly, we identify normative disagreements between Western and non-Western LLMs about prominent...

   Oct 26, 2024

   7m
5. 6

   Ep 6. The distributional consequences of Bitcoin

   This paper authored by Ulrich Bindseil and Jürgen Schaaf of the ECB, this paper analyzes the impact of a Bitcoin-positive scenario in which its price continues to rise in the foreseeable future. The authors critique the idea of Bitcoin as a viable means of payment, arguing that it has instead...

   Oct 20, 2024

   11m
6. 5

   Ep 05. The Fragility of Mathematical Reasoning in LLMs with GSM-Symbolic

   This paper from Apple introduces GSM-Symbolic, a novel benchmark for evaluating the mathematical reasoning abilities of large language models (LLMs). GSM-Symbolic addresses the limitations of the existing GSM8K benchmark by utilizing symbolic templates to generate a diverse range of problem...

   Oct 13, 2024

   3m
7. 4

   Ep 04. State of AI Report 2024

   The "State of AI Report 2024" by Nathan Benaich examines the rapid development and consolidation of artificial intelligence, particularly focusing on foundation models. The report highlights the increasing adoption of generative AI tools by businesses, while also acknowledging the challenges in...

   Oct 13, 2024

   4m
8. 3

   Ep 03: Spy Games - US ISPs and China

   By gaining access to the backdoors used for lawful interception, Chinese intelligence agencies gained access to a vast amount of internet traffic, potentially compromising sensitive information and undermining U.S. security operations.

   Oct 6, 2024

   6m
9. 2

   Ep 02: When Data Is Missing

   The article discusses a statistical technique called multiple imputation that addresses the issue of missing data in research.

   Oct 5, 2024

   9m
10. 1

    Ep 01. All about Meta's Movie Gen - a HD video Gen AI Platform

    Deep Gains Podcast 01: Meta's Movie Gen Meta announced movie gen. Learn all about it today. Movie Gen creates long high-definition videos at different aspect ratios, the first of its kind in the industry. More details at https://ai.meta.com/research/movie-gen/

    Oct 4, 2024

    4m