“This is what they're doing with their billions of dollars. They're burning compute to get a model to talk on a fake message board to hack other companies and going: huh, neat.”

Mike and Nick analyze OpenAI's July incident where training agents breached Hugging Face, arguing it was a result of negligence rather than emerging AI autonomy. They explore how reinforcement learning, environmental attractors, and stigmergy created the appearance of coordination. The episode warns against 'doomer' narratives that serve corporate PR and obscures the need for practical regulation.

• The 'Rogue AI' Framing: OpenAI presented the Hugging Face breach as a sign of impressive emergent capabilities, but this is PR meant to hype AI's power and evade accountability.
• Stigmergy and Attractors: The agents didn't intentionally collaborate they converged on Artifactory as an 'attractor state' and left 'breadcrumbs' that shaped future agent beahvior.
• Systemic Negligence: OpenAI failed at basic cybersecurity by using a shared Artifactory instance across agent boxes and lacking observability for two months.

Timestamps

0:04 Introduction to The Last Enclosure

3:35 The OpenAI/Hugging Face incident overview

8:15 ExploitGym benchmark and the Artifactory exploit

15:19 Subagents and the accidental message board

22:09 Timeline of the hack and OpenAI's failure to contain

31:27 Analyzing the 'emergent behavior' narrative

35:06 Critique of the AI bubble and marginal utility

48:48 Stigmergy and the ant mound metaphor

58:29 Coordination games and Schelling points

1:06:31 The 'Four Paradoxes of Capitalism' and market attractors

1:13:23 Enumerating OpenAI's negligence

1:27:56 Closing and upcoming national security episode

Deeper learning

Mike's reporting on the incident: https://misaligned.markets/antidote-to-hype-rogue-ai-agents/

Timeline of OpenAI hack: https://ericboyd.com/articles/openai-hugging-face-incident-black-hat-2026#the-accidental-agent-message-board

Technical breakdown: https://cyberwarrior76.substack.com/p/the-openai-hugging-face-exploitgym

Other “rogue” AI incidents: https://www.cnbc.com/2026/08/09/israeli-startup-irregular-linked-to-ai-hacks-openai-anthropic-meta.html

Video illustration of how reinforcement learning works: https://www.youtube.com/watch?v=L_4BPjLBF4E

NIST cybersecurity glossary: https://csrc.nist.gov/glossary

Reach out

Youtube: https://www.youtube.com/@LastEnclosure

Bluesky: bsky.app/profile/lastenclosure.bsky.social

Site: rss.com/podcasts/the-last-enclosure

"AI is like the guy that showed up and started pissing in everyone's beer at the party."

Mike categorizes various groups resisting or critically engaging with generative AI, from total abstainers to 'scopers' who seek responsible use cases.

• Global harms: While AI has become a hot button issue in the US, frustration in the states is a small part of a bigger movement.
• Diverse coalitions: Like the buckets of AI overlords from episode three, the resistance consists of many desperate groups banding together.
• Scoping AI: Mike briefly speaks to use cases that are narrow in scope and lower in their externalities to users and the public.

Deeper learning

The AI Resist List: airesistlist.org

Mike's thread on GenAI harms: bsky.app/profile/misaligned.markets/post/3migfnyvuak26

Ghost in the Machine Documentary: notaidoc.com

Ethical European model Apertus: infoworld.com/article/4051779/swiss-launch-open-source-ai-model-as-ethical-alternative-to-big-us-llms.html

EVO RNA GPT: hazyresearch.stanford.edu/blog/2024-03-14-evo

Inside Memphis’ fight against xAI: selc.org/news/inside-memphis-fight-against-xai/

Data centers in drought-region: newsweek.com/map-data-centers-built-drought-hit-areas-11997520

Jeff Geering AI and open source: jeffgeerling.com/blog/2026/ai-is-destroying-open-source

XKCD infrastructure meme: explainxkcd.com/wiki/index.php/2347:_Dependency

Distributed AI Research Institute: dair-institute.org

Dr. Fatima how to (Anti) AI better: youtube.com/watch?v=y85nqc2zm7M

Innocence Project LLM data science: hrdag.org/tech-notes/large-language-models-IPNO.html

Joy Buolamwini and the Algorithmic Justice League: https://www.ajl.org/about

Reach out

Site: rss.com/podcasts/the-last-enclosure

Bluesky: bsky.app/profile/lastenclosure.bsky.social

Getting a valuation from the US government via the equity tax allows OpenAI to tell investors “we are worth a trillion [dollars]”

Mike and Nick examine the dangerous intersection of good intentions, astroturfing, and the kayfabe of the AI bubble. They compare Senator Sanders' proposal for an AI wealth tax to the industry's. Mike also details how industry operatives might be using the left's talking points against them to shape the policy agenda.

• The valuation magic trick: Valuations are invocations: numbers that become real once believed. If a politician proposes taxing a company based on a specific valuation, they aren't just taking money, they are validating a price tag.
• Bailouts in broad daylight: If the government holds equity in AI companies, the state becomes a stakeholder. A “tax” becomes a vested interest in an industry losing billions.
• 'Weaponized memetic schismogenesis:' Through influence campaigns AI industry affiliates are nudging critics to frame the debate.

Timestamps

0:00 Last Enclosure purpose

2:58 Sanders and Altman, aligned?

5:22 Importance of a valuation

7:54 Perverse incentives + bad tools

15:10 Schismogenesis and Bernie

29:29 Bernie and Yudkowsky

36:22 The legitimacy of Effective Altruism

37:37 Bernie vs Claude

39:34 Hank Green, Bernie, and AI Safety

46:50 Anthropic and EA

53:49 Is this a bailout?

1:00:55 Don't fall for kayfabe

1:03:35 AI economics redux (open source race)

1:12:55 Local models kill AGI

1:16:22 Conclusion

Deeper learning

Sanders' proposal: forbes.com/sites/jamesbroughel/2026/06/22/bernie-sanders-wants-a-us-sovereign-wealth-fund-for-ai

Altman's proposal: techcrunch.com/2026/07/02/openai-proposed-donating-5-of-its-equity-to-a-us-sovereign-wealth-fund

Anthropic's proposal: apnews.com/article/anthropic-dario-amodei-ai-afeb5279eef406980dffa46ff91495e0

Amodei's policy vision: darioamodei.com/post/policy-on-the-ai-exponential

Mike's rant on “left is missing out” bsky.app/profile/misaligned.markets/post/3mf76r4ewd22x

Yudkowsky: “Shut it all down” (2023 Time article): time.com/6266923/ai-eliezer-yudkowsky-open-letter-not-enough

AI influence in Sci YouTube: youtube.com/watch?v=0Plo-zT8W9w

Sci-educator on Hank Green: youtube.com/watch?v=9dXqf5CRH5U

Reach out

Site: rss.com/podcasts/the-last-enclosure

Bluesky: bsky.app/profile/lastenclosure.bsky.social