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muckrAIkers - Podcast

muckrAIkers

Join us as we dig a tiny bit deeper into the hype surrounding "AI" press releases, research papers, and more. Each episode, we'll highlight ongoing research and investigations, providing some much needed contextualization, constructive critique, and even a smidge of occasional good will teasing to the conversation, trying to find the meaning under all of this muck.

Technology Ai Mathematics Science
Update frequency
every 18 days
Average duration
75 minutes
Episodes
17
Years Active
2024 - 2025
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The Co-opting of Safety

The Co-opting of Safety

We dig into how the concept of AI "safety" has been co-opted and weaponized by tech companies. Starting with examples like Mecha-Hitler Grok, we explore how real safety engineering differs from AI "a…

01:24:29  |   Thu 21 Aug 2025
AI, Reasoning or Rambling?

AI, Reasoning or Rambling?

In this episode, we redefine AI's "reasoning" as mere rambling, exposing the "illusion of thinking" and "Potemkin understanding" in current models. We contrast the classical definition of reasoning (…

01:11:08  |   Mon 14 Jul 2025
One Big Bad Bill

One Big Bad Bill

In this episode, we break down Trump's "One Big Beautiful Bill" and its dystopian AI provisions: automated fraud detection systems, centralized citizen databases, military AI integration, and a 10-ye…

00:53:00  |   Mon 23 Jun 2025
Breaking Down the Economics of AI

Breaking Down the Economics of AI

Jacob and Igor tackle the wild claims about AI's economic impact by examining three main clusters of arguments: automating expensive tasks like programming, removing "cost centers" like call centers …

01:06:47  |   Mon 26 May 2025
DeepSeek: 2 Months Out

DeepSeek: 2 Months Out

DeepSeek has been out for over 2 months now, and things have begun to settle down. We take this opportunity to contextualize the developments that have occurred in its wake, both within the AI indust…

01:31:31  |   Wed 09 Apr 2025
DeepSeek Minisode

DeepSeek Minisode

DeepSeek R1 has taken the world by storm, causing a stock market crash and prompting further calls for export controls within the US. Since this story is still very much in development, with follow-u…

00:15:10  |   Mon 10 Feb 2025
Understanding AI World Models w/ Chris Canal

Understanding AI World Models w/ Chris Canal

Chris Canal, co-founder of EquiStamp, joins muckrAIkers as our first ever podcast guest! In this ~3.5 hour interview, we discuss intelligence vs. competencies, the importance of test-time compute, mo…

03:19:45  |   Mon 27 Jan 2025
NeurIPS 2024 Wrapped 🌯

NeurIPS 2024 Wrapped 🌯

What happens when you bring over 15,000 machine learning nerds to one city? If your guess didn't include racism, sabotage and scandal, belated epiphanies, a spicy SoLaR panel, and many fantastic rese…

01:26:57  |   Mon 30 Dec 2024
OpenAI's o1 System Card, Literally Migraine Inducing

OpenAI's o1 System Card, Literally Migraine Inducing

The idea of model cards, which was introduced as a measure to increase transparency and understanding of LLMs, has been perverted into the marketing gimmick characterized by OpenAI's o1 system card. …

01:16:37  |   Mon 23 Dec 2024
How  to Safely Handle Your AGI

How to Safely Handle Your AGI

While on the campaign trail, Trump made claims about repealing Biden's Executive Order on AI, but what will actually be changed when he gets into office? We take this opportunity to examine policies …

00:58:02  |   Mon 02 Dec 2024
The End of Scaling?

The End of Scaling?

Multiple news outlets, including The Information, Bloomberg, and Reuters [see sources] are reporting an "end of scaling" for the current AI paradigm. In this episode we look into these articles, as w…

01:07:00  |   Tue 19 Nov 2024
US National Security Memorandum on AI, Oct 2024

US National Security Memorandum on AI, Oct 2024

October 2024 saw a National Security Memorandum and US framework for using AI in national security contexts. We go through the content so you don't have to, pull out the important bits, and summarize…

01:16:29  |   Wed 06 Nov 2024
Understanding Claude 3.5 Sonnet (New)

Understanding Claude 3.5 Sonnet (New)

Frontier developers continue their war on sane versioning schema to bring us Claude 3.5 Sonnet (New), along with "computer use" capabilities. We discuss not only the new model, but also why Anthropic…

01:00:54  |   Wed 30 Oct 2024
Winter is Coming for OpenAI

Winter is Coming for OpenAI

Brace yourselves, winter is coming for OpenAI - atleast, that's what we think. In this episode we look at OpenAI's recent massive funding round and ask "why would anyone want to fund a company that i…

01:22:37  |   Tue 22 Oct 2024
Open Source AI and 2024 Nobel Prizes

Open Source AI and 2024 Nobel Prizes

The Open Source AI Definition is out after years of drafting, will it reestablish brand meaning for the “Open Source” term? Also, the 2024 Nobel Prizes in Physics and Chemistry are heavily tied to AI…

01:01:02  |   Wed 16 Oct 2024
SB1047

SB1047

Why is Mark Ruffalo talking about SB1047, and what is it anyway? Tune in for our thoughts on the now vetoed California legislation that had Big Tech scared.

  • (00:00) - Intro
  • (00:31) - Updates from a r…
01:19:20  |   Mon 30 Sep 2024
OpenAI's o1, aka. Strawberry

OpenAI's o1, aka. Strawberry

OpenAI's new model is out, and we are going to have to rake through a lot of muck to get the value out of this one!

⚠ Opt out of LinkedIn's GenAI scraping ➡️ https://lnkd.in/epziUeTi

  • (00:00) - Intro
00:50:03  |   Mon 23 Sep 2024
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