Approaching the AI Event Horizon? Part 2, w/ Abhi Mahajan, Helen Toner, Jeremie Harris, @8teAPi
Abhi Mahajan (@owlposting) explains how AI is reshaping biology and medicine, including foundation models to predict cancer treatment response and why he’s both skeptical and optimistic about current results. Helen Toner unpacks CSET’s “When AI Builds AI” report and why automated AI R&D is a major source of strategic surprise. Jeremie Harris then explores our lack of control over superhuman AI systems, fragile US–China coordination, and how to maintain situational awareness in a rapidly shifting landscape.
Nathan uses Granola to uncover blind spots in conversations and AI research. Try it at granola.ai/tcr with code TCR — and if you’re already using it, test his blind spot recipe here: https://bit.ly/granolablindspot
LINKS:
Abhi Mahajan's Owl Posting site
Heuristics for lab robotics article
Deep Research on Noetik AI
Sponsors:
GovAI:
GovAI was founded ten years ago on the belief that AI would end up transforming our world. Ten years later, the organization is at the forefront of trying to help decision-makers in government and industry navigate the transition to advanced AI. GovAI is now hiring Research Scholars (one-year positions for those transitioning into AI policy) and Research Fellows (longer-term roles for experienced researchers). Both roles offer significant freedom to pursue policy research, advise decision-makers, or launch new initiatives. Applications close 22 February 2026. Apply at: https://www.governance.ai/opportunities
Blitzy:
Blitzy is the autonomous code generation platform that ingests millions of lines of code to accelerate enterprise software development by up to 5x with premium, spec-driven output. Schedule a strategy session with their AI solutions consultants at https://blitzy.com
Tasklet:
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Serval:
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Claude
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LIMITLESS: U.S. vs China's Race to Superintelligence | Jeremie & Edouard Harris
In this episode, Jeremie and Edouard Harris, co-founders of Gladstone AI and national security advisors, join us to break down the real score in the U.S.–China AI race.
We unpack what it actually means to “win” in AI: from cutting-edge model development and compute infrastructure to data center vulnerabilities, state-sponsored espionage, and the rise of robotic warfare. The Harris brothers explain why energy is the hidden battleground, how supply chains have become strategic liabilities, and why export controls alone won’t save us.
This is not just a geopolitical showdown - it’s a race for superintelligence, and the clock is ticking.
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TIMESTAMPS
0:00 Intro
1:05 AI race: who's ahead?
4:41 Framing AI as an arms race
12:58 Gov't awareness of AI conflict
20:38 AI reports feel like sci-fi
24:44 China vs US: model race
29:11 Shift to inference-time compute
31:19 China’s software vs US hardware
34:28 Open vs closed source politics
38:56 China’s energy dominance
43:32 America’s electric grid lag
47:55 Supply chain vulnerabilities
56:30 US chipmaking onshoring
1:01:08 U.S. lead in chips
1:04:00 DUV vs EUV bottlenecks
1:08:26 Manufacturing gap in robotics
1:11:53 Fear vs optimism in culture
1:17:26 Coordination vs dynamism
1:22:10 Bot-driven opinion warfare
1:25:58 China pushing degrowth narratives?
1:29:05 National security recommendations
1:33:36 Co-op or conflict endgame?
1:37:27 Closing
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RESOURCES
Jeremie Harris
https://x.com/jeremiecharris
Edouard Harris
https://x.com/harris_edouard
America’s Superintelligence Project
https://superintelligence.gladstone.ai/
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Not financial or tax advice. See our investment disclosures here:
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Securing Superintelligence: National Security, Espionage & AI Control with Jeremie & Edouard Harris
In this thought-provoking episode of The Cognitive Revolution, host Nathan Labenz speaks with Jeremy and Edouard Harris, founders of Gladstone AI and authors of "America's Superintelligence Project." The conversation explores a critical dilemma facing US policymakers: balancing the race to develop advanced AI ahead of China against the risks of losing control of increasingly powerful systems. Drawing from their extensive research with intelligence officials and technical experts, the Harris brothers detail the vulnerabilities in US critical infrastructure that would need to be addressed for a Manhattan Project-style AI initiative, while raising profound questions about the security compromises and centralization of power such a project would entail. Nathan offers his perspective that international cooperation might be preferable to an AI arms race, inviting listeners to consider whether humanity's shared interests might ultimately outweigh geopolitical rivalries in the development of superintelligent systems.
Upcoming Major AI Events Featuring Nathan Labenz as a Keynote Speaker
https://www.imagineai.live/
https://adapta.org/adapta-summit
https://itrevolution.com/product/enterprise-tech-leadership-summit-las-vegas/
America’s Superintelligence Project: https://superintelligence.gladstone.ai
SPONSORS:
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Oracle Cloud Infrastructure (OCI): Oracle Cloud Infrastructure offers next-generation cloud solutions that cut costs and boost performance. With OCI, you can run AI projects and applications faster and more securely for less. New U.S. customers can save 50% on compute, 70% on storage, and 80% on networking by switching to OCI before May 31, 2024. See if you qualify at https://oracle.com/cognitive
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668: GPT-4: Apocalyptic stepping stone?
AI risks, RLHF, and inner alignment: GPT stands to give the business world a major boost. But with everyone racing either to develop products that incorporate GPT or use it to carry out critical tasks, what dangers could lie ahead in working with a tool that applies essentially unknowable means (inner alignments) to reach its goals? This week’s guest Jérémie Harris speaks with Jon Krohn about the essential need for anyone working with GPT to understand the impact of a system comprising inner alignments that cannot – and may never – be fully understood.
Additional materials: www.superdatascience.com/668
Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.
565: AGI: The Apocalypse Machine
In this episode, Jeremie Harris dives into the stirring topic of AI Safety and the existential risks that Artificial General Intelligence poses to humankind.
In this episode you will learn:
Why mentorship is crucial in a data science career development [15:45]
Canadian vs American start-up ecosystems [24:18]
What is Artificial General Intelligence (AGI)? [38:50]
How Artificial Superintelligence could destroy the world [1:04:00]
How AGI could prove to be a panacea for humankind and life on the planet. [1:27:31]
How to become an AI safety expert [1:30:07]
Jeremie's day-to-day work life at Mercurius [1:35:39]
Additional materials: www.superdatascience.com/565