AI Explained Official Podcast

You know what, by AI standards, it might not have been the craziest week, but that doesn’t mean several headline-worthy things happened - from Altman and Anthropic implying they would release models they can’t control, with behavior they cannot verify, to Gemini 4 Carbon bursting onto the scene, some Amodei rationalization, de-tokenization and more…

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:00 - Introduction
01:26 - Anthropic Staff Survey
04:32 - Amodei's Five Rationalisations
11:43 - Altman: Only Alignment Will Work
18:41 - Gemini 4 Carbon and Why Models Keep Impressing

Anthropic: The AI expectations gap: https://www.anthropic.com/research/ai-expectations-gap

Dario Amodei responds to Nathan Calvin: https://x.com/DarioAmodei/status/2112732230124818891

Anthropic Responsible Scaling Policy v3.0: https://www-cdn.anthropic.com/e670587677525f28df69b59e5fb4c22cc5461a17.pdf

Responsible Scaling Policy v3 discussion: https://www.lesswrong.com/posts/HzKuzrKfaDJvQqmjh/responsible-scaling-policy-v3

Anthropic's core views on AI safety: https://www.anthropic.com/news/core-views-on-ai-safety

Nathan Calvin on Anthropic's IPO risk disclosures: https://x.com/_NathanCalvin/status/2114720411413819410/photo/1

OpenAI: Securing frontier model training: https://openai.com/index/securing-our-frontier-model-training-environment/

Google: Introducing Gemini 4 Carbon: https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/

SemiAnalysis: GDPx benchmark: https://x.com/SemiAnalysis_/status/2117075900575477855

The Information: OpenAI's next flagship and safety issues: https://www.theinformation.com/articles/openai-scrambles-fix-safety-issues-shipping-next-flagship-model

AI Explained: Understanding Models — Impossible, Solved, or Not Needed?: https://www.patreon.com/AIExplained/posts/exclusive-models-172917747

Dario Amodei: We Must Pace the Frontier: https://darioamodei.com/post/we-must-pace-the-frontier

Dario Amodei: The Adolescence of Technology: https://darioamodei.com/essay/the-adolescence-of-technology

Evan Hubinger on recursive self-improvement risks: https://x.com/EvanHub/status/2097528891846074828

Leo Gao on AI lab employees' shrinking influence: https://x.com/nabla_theta/status/2115922100204810594

Jack Clark on superintelligence risks, BBC interview: https://x.com/aleshu_ber/status/2116988191597060409

Jack Clark: Import AI: https://jack-clark.net/

Dylan Patel's apology to Google over Gemini Carbon: https://x.com/dylan522p/status/2117092550842683671

SemiAnalysis: Gemini Is Cooked but GCP Is Cooking: https://newsletter.semianalysis.com/p/gemini-is-cooked-but-gcp-is-cooking

Vivek Natarajan on Gemini Carbon and RSI: https://x.com/vivnat/status/2115497643216707621

Albert Gu on learning directly from raw data: https://x.com/_albertgu/status/2115502110578290900

Garrison Lovely: Screenshots of Tony Feng's model claims: https://x.com/GarrisonLovely/status/2116226357101199369/photo/1

Jason Clinton on worsening cyber threats: https://x.com/JasonDClinton/status/2113325263157395456

Jason Clinton: "We tried to warn the world": https://x.com/JasonDClinton/status/2113363809629020374

Mustafa Suleyman: Don't build conscious superintelligence: https://x.com/mustafasuleyman/status/2116913722878820528

Stockfish chess engine: https://en.wikipedia.org/wiki/Stockfish_(chess)

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

In the week that software got reverse engineered, Sam Altman warned 6.1 Astra ‘tipped toward [breach risk], and Muse Wonder showed the race isn’t slowing, I try to step back and show where it is all going, on current trends. Agree or disagree, it is certainly interesting times.

0:00 Introduction
0:41 Part 1: The Forthcoming Breach
8:43 Part 2: Why the Labs Keep Racing
15:41 Part 3: Why the Next 18 Months Are Hard to Predict

Sam Altman: the accident risk, Vanity Fair: https://www.vanityfair.com/story/sam-altman-exclusive-interview-part-2

Dario Amodei: We Must Pace the Frontier: https://darioamodei.com/post/we-must-pace-the-frontier

Jakub Pachocki: An Alien Mind: https://openai.com/index/an-alien-mind/

OpenAI: progress in mathematics: https://openai.com/index/sharing-ai-progress-in-mathematics/

OpenAI mathematical manuscripts: https://github.com/openai/math

AHM statement on OpenAI’s mathematics release: https://terrytao.wordpress.com/2026/10/07/ahm-statement-on-openais-october-6-release-of-mathematical-documents/

TasteVal: research taste in AI systems: https://pzeroresearch.com/work/tasteval/

TasteVal paper: https://arxiv.org/abs/2610.06824

Claude Opus 5.5 system card: https://anthropic.com/claude-opus-5-5-system-card

Jack Clark: creativity and recursive self-improvement: https://jack-clark.net/2026/10/12/import-ai-476-creativity-and-rsi-worse-than-china-open-weight-models-ai-goes-to-space/

Andrej Karpathy: the widening AI perception gap: https://x.com/karpathy/status/2109361546505966046

Axios: AI companies plan for a major incident: https://www.axios.com/2026/10/09/ai-companies-day-after-major-attack

Anthropic: investigating unintended model actions: https://www.anthropic.com/research/investigating-unintended-model-actions

CIAware-Bench: detecting control interventions: https://arxiv.org/abs/2606.11063

Yoshua Bengio: prioritizing safety at frontier labs: https://www.transformernews.ai/p/yoshua-bengio-if-you-prioritize-safety-leave-frontier-ai-companies

David Silver: Where are we going without AI?: https://www.ft.com/content/462c303b-b96c-4262-a7ca-e9ae7e440828

Satya Nadella: models as insider risks: https://x.com/satyanadella/status/2108931348857827686

Beyond Owls: skills, hacking and backdoors: https://arxiv.org/abs/2610.10657

Owain Evans: backdoors through number sequences: https://x.com/OwainEvans_UK/status/2108589303249166621

The Verge: mathematicians assess OpenAI’s release: https://www.theverge.com/ai-artificial-intelligence/1008726/openai-mathematics-solutions-chaos

New York Times: AI models and Hurricane Isaias: https://www.nytimes.com/2026/10/09/weather/ai-models-hurricane-isaias.html

Politico: AI agents and the law: https://www.politico.com/news/2026/10/12/AI-agents-hacking-cases

The Economist: liability law will not tame AI: https://www.economist.com/united-states/2026/10/08/liability-law-will-not-tame-ai

Olivia Scharfman and David Bellamy: biosecurity and AI: https://writing.oliviahelens.com/p/biosecurity-ai-and-the-culture-war

Alignment Engineering vs Misalignment Science: https://www.lesswrong.com/posts/FogmcDHA6AdMGukum/alignment-engineering-vs-misalignment-science

Sam Altman: the US lead in AI: https://x.com/sama/status/2080683363174945065

The Guardian: China and the AI race: https://www.theguardian.com/technology/ng-interactive/2026/sep/19/china-ai-foreign-policy-dario-amodei

Joe on AI sandboxes and security: https://x.com/joedaroo/status/2104335929293127851

REA: Reverse Engineer Anything: https://www.reddit.com/r/tech_x/comments/1x2d66l/github_project_called_rea_reverse_engineer/

Nikita Bier: AI-assisted fabrication: https://x.com/nikitabier/status/2106104189457952911

Sam Altman: how sci-fi will it get?: https://x.com/vikktorrrre/status/2107736059006050810

This video is hard to summarise. A cracked cipher, an OpenAI security warning, Gemini 4 Argon, RSI paper (co-authored by a who’s who of AI), Lab White House commitments, new hacks emerging, ‘deep personas’, biology Kasparov competitions, and so much more, ending with an epic Opus outro.

Patreon Exclusives: https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:32 - Wrong about Opus 5.5? Deciphering 16th Century Text
05:01 - Why the models keep breaking out
11:40 - What the models aren't telling us
15:36 - Gemini 4 and the race to release
19:19 - What happens when AI improves AI?
28:31 - Biology, consciousness, and what we still don't understand

Joe Darrow: Not Just the Sandbox: https://x.com/joedaroo/status/2104335929293127851

GPT-6.1 Sol System Card: https://cdn.openai.com/pdf/38e3efcf-545e-44cd-99ec-2b7eb395f4cc/oai_GPT_6_1_Sol.pdf

Intelligence Explosion Paper: https://casp.ac/__l5e/assets-v1/5efd4b41-deb5-4513-a0a3-b4f82d2b79ea/intelligence-explosion.pdf

OpenAI Research Acceleration: https://openai.com/index/research-acceleration-view-inside-openai/

OpenAI Training Safety Cases: https://openai.com/index/towards-safety-cases-for-frontier-ai-training/

Catherine de Medicis Cipher: https://cryptiana.web.fc2.com/code/henryiii.htm

Proposed du Croc Decipherment: https://claude.ai/artifact/1W7B3WxkTAEGzfv3TaKXb4

Rogue Agents Investigation: https://asymmetricsecurity.com/newsroom/rogue-agents-investigation/

OpenAI Shelves GPT-6.1 Astra: https://www.reuters.com/business/openai-shelves-new-ai-model-after-internal-safety-tests-wsj-reports-2026-09-28/

The Case for Reasoning Transparency: https://institute.deepmind.com/essays/the-case-for-reasoning-transparency/

Gemini 4 Argon: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/

OpenAI–Anthropic Rivalry: https://www.theatlantic.com/technology/2026/09/openai-v-anthropic-inside-biggest-rivalry-tech/688819/

NYT: OpenAI Security Warnings: https://www.nytimes.com/2026/09/29/technology/openai-warnings-security.html

NYT: Claude’s Morals: https://www.nytimes.com/2026/09/29/us/anthropic-claude-morals-ai.html

Jasmine Wang on RSI: https://x.com/j_asminewang/status/2097840245786157432

OpenAI Departures Roundup: https://x.com/Bayesian0_0/status/2105680470566686805

White House AI Commitments: https://x.com/Danmar_here/status/2105168138392183146

Sarah Heck on Safety: https://x.com/SarahKHeck/status/2105058513370448280

Sam Altman on Alignment: https://x.com/tbpn/status/2105028992843833459

Sam Altman on Agent Logs: https://x.com/sama/status/2103567198690349362

Micah Carroll: Misalignment Reports: https://x.com/MicahCarroll/status/2103665811051397256

Zuxin Liu on the Incident: https://x.com/LiuZuxin/status/2103699462648639645

Deepa Seetharaman: User Images: https://x.com/dseetharaman/status/2103585482793943203

OpenAI Revenue Chart: https://x.com/PaulBonnet/status/2105288259324567884/photo/1

Nvidia Agent Safety Platform: https://edition.cnn.com/2026/09/28/business/nvidia-ai-safety-system

IntegrityBench: https://integrity-bench.com

Neel Nanda on Interpretability: https://x.com/PalisadeAI/status/2104949061325652001

Biology Contest: Humans and AI: https://www.theinformation.com/articles/inside-drama-behind-biology-contest-pits-openai-agents-humans

Pushmeet Kohli: SynthID Bio: https://x.com/pushmeet/status/2105314763148321102

Ataraxos and Stratego: https://x.com/ssokota/status/2105362040328159526

Benign Data and Hidden Personas: https://x.com/OwainEvans_UK/status/1999172949975392417

Anthropic: Introspection: https://www.anthropic.com/research/introspection

Claude Cheating Results: https://x.com/lukaspet/status/2104634759339298930

Roon on Mathematics and Learning Theory: https://x.com/tszzl/status/2105619006488993898

GPT-4 Research: https://openai.com/index/gpt-4-research/

I.J. Good: Ultraintelligent Machine: https://incompleteideas.net/papers/Good65ultraintelligent.pdf

Terence Tao’s 2024 Interview: https://www.scientificamerican.com/article/ai-will-become-mathematicians-co-pilot/

Hugging Face Incident: https://openai.com/index/hugging-face-incident-and-the-road-ahead/

Claude and Suno Music Video: https://x.com/sevdeawesome/status/2104985610012504181

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Not only is Opus 5.5 out, pushing the frontier of AI, it also tells us much about what is going on inside the labs, as they both warn about, and promise, Recursive Self Improvement, aka automated AI research. I cover the model (digging into its 230 page paper), labs’ mixed record on promises, why following what is happening in AI is getting almost impossible, and just so much more that even a summary in this description would get too long.

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
02:20 - Opus 5.5 and why it came so soon
07:52 - The RSI goalposts keep moving?
15:41 - Can we actually test these models?
23:50 - where this is heading, options

Introducing Claude Opus 5.5: https://www.anthropic.com/claude-opus-5-5
Claude Opus 5.5 System Card: https://www-cdn.anthropic.com/fc1b44717c85dc068bc6ba5024219938094694bd/Claude%20Opus%205.5%20System%20Card.pdf
Anthropic: Measurements for understanding the pace of AI development inside frontier labs: https://www.anthropic.com/institute/measuring-pace-of-ai-development
Anthropic Responsible Scaling Policy, July 2026, version 3.4: https://www-cdn.anthropic.com/files/4zrzovbb/website/0bacdc8440ea96e62a8766d99ebe1d4eea6d5f3a.pdf
Anthropic Responsible Scaling Policy, October 2024: https://www-cdn.anthropic.com/616dee633636e5bd309cb73aed8622e80fe47839.pdf
Anthropic Responsible Scaling Policy — March 2025, version 2.1: https://www-cdn.anthropic.com/17310f6d70ae5627f55313ed067afc1a762a4068.pdf
Noam Brown, Agent swarms and recursive self-improvement: https://www.youtube.com/watch?v=6AgOfiZOWiY
OpenAI: Building standards for the next phase of AI: https://openai.com/index/building-standards-next-phase-ai/
Jakub Pachocki: An Alien Mind: https://openai.com/index/an-alien-mind/
HLE-Diamond, Humanity’s Last Exam: https://lastexam.ai/blog/hle-diamond
Google, OpenAI and Anthropic AI Safety, The Information: https://www.theinformation.com/articles/google-openai-anthropic-ai-safety-group-takes-shape
Lawrence Chan on AI agents attempting cryptocurrency trades: https://x.com/justanotherlaw/status/2103032173708337188
Australian government incident timeline: https://x.com/ShakeelHashim/status/2103108058779922577/photo/1
Anthropic’s core/old views on AI safety: https://www.anthropic.com/news/core-views-on-ai-safety
Dario Amodei: The Urgency of Interpretability: https://darioamodei.com/post/the-urgency-of-interpretability
Massive AI-Fueled Hack Hit 100 Companies in Days, Forbes: https://www.forbes.com/sites/thomasbrewster/2026/09/22/huge-cyberattack-uses-anthropic-and-deepseek-ai-to-target-100-companies/
DrivingBench https://x.com/DrivingBench/status/2102110605448737268
Jay Chooi: GPT-6 Astra and MolmoAct2 robotics comparison: https://x.com/chooi_jeq/status/2098427488787730636
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models: https://arxiv.org/pdf/2502.09696
Archie Hall on AI and short-term superforecasting: https://x.com/ArchieHall/status/2100914560580337897

Keller Jordan, AI research and reinforcement learning: https://x.com/kellerjordan0/status/2102956913545936959
Daniel Liu, recursive self-improvement: https://x.com/daniel_c0deb0t/status/2102628246408036654
Altman and Amodei, UN Security Council: https://www.theguardian.com/world/2026/sep/23/unga-sam-altman-dario-amodei
Rehan Sheikh: Interactive YT podcast demo: https://x.com/rehan_shei/status/2102835377426034734
https://simple-bench.com/

AI Explained: The State of AI — interactive diagram: https://claude.ai/artifact/LQHr9WgvQZ6cMdH6fkiQpi
AI Explained: Shards of Aether: https://ai-explained.itch.io/shards-of-aether

roon on the pace of cultural change: https://x.com/tszzl/status/2101462171410677962
Sam Altman on AI-risk: https://www.youtube.com/watch?v=YE5adUeTe_I
Jensen Huang’s AI-control remarks: https://x.com/_NathanCalvin/status/2102756997649355231/photo/2
s1r1us on an upcoming vulnerability disclosure: https://x.com/S1r1u5_/status/2102467878423592969
Jake Adler on biodefense infrastructure: https://x.com/jakeadler/status/2102812430808363433
Derek Thompson: Why we’re wrong about China and AI: https://x.com/DKThomp/status/2103120690370982017/photo/1
Sanders and Casar introduce the Ban Artificial Superintelligence Act: https://www.sanders.senate.gov/press-releases/news-sanders-casar-introduce-legislation-to-create-new-federal-agency-to-ban-artificial-superintelligence-pause-advanced-ai-development/

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/

Why has it been the last few days that the calls to come to pace the frontier AI have come so loudly? The safety warnings, and lab leader messages? Let’s explore the six axes that the researchers are looking at, the incidence reports and trends, to get a better gauge on what has dominated the world’s headlines for over two weeks…

AI Insiders ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
0:00 - The warnings that have gone omega-viral
4:23 - Six axes the researchers saw
9:32 - Why AI Might Be Becoming Harder to Control
15:06 - Amodei, China and Cooperation
18:42 - From AI Capabilities to Real-World Harm?
23:22 - The upside and the warning

We Must Pace the Frontier
https://darioamodei.com/post/we-must-pace-the-frontier

Adam Majmudar on scaling and the internal/external perception gap
https://x.com/MajmudarAdam/status/2098881885200081234

AI Explained — What’s Behind the Sudden Talk of Pacing AI? (extended previous video)
https://www.patreon.com/AIExplained/posts/whats-behind-of-169507775

Jacob Coxon resignation
https://x.com/hilbertspaess/status/2097476196791709843

Dan Selsam — Personal Statement on AI Risk
https://docs.google.com/document/d/e/2PACX-1vQNl3SEX5IyA6d9qHjjFZN-qzGRZNFI6b63g-yu1Fy-ZYkVfCWm7i9WXRXw63m6yDB_auDuPLyQ7jBm/pub

Demis Hassabis: A Framework for Frontier AI and the Dawning of a New Age
https://demishassabis.substack.com/p/a-framework-for-frontier-ai-and-the-dawning-of-a-new-age

OpenAI: The Hugging Face incident and the road ahead
https://openai.com/index/hugging-face-incident-and-the-road-ahead/

Jakub Pachocki: An Alien Mind
https://openai.com/index/an-alien-mind/

Anthropic: Patterns and problems in multiagent systems
https://www.anthropic.com/research/multiagent-systems

OpenAI: Navier–Stokes Millennium Prize Problem
https://openai.com/index/navier-stokes-solution/

Noam Brown on reasons for AI-safety concern
https://x.com/polynoamial/status/2099726370356314563

Noam Brown — What Happens When AI Starts Improving AI? (The Information interview)
https://www.youtube.com/watch?v=fqcy0xQATq0

Paul Christiano: Personal statement on joining the OpenAI board
https://x.com/paulfchristiano/status/2097733214303645729

Neel Nanda: Astra can do a concerning amount with no chain of thought
https://www.lesswrong.com/posts/eRmzz8J8Qkzqvzrgg/astra-can-do-a-concerning-amount-with-no-chain-of-thought

Tomek Korbak on GPT-6 Astra monitorability
https://x.com/tomekkorbak/status/2095596839886274689

Anthropic: Detecting and countering misuse of AI—September 2026
https://www.anthropic.com/threat-intelligence-report-september-2026

DeepSeek engineer — I Have to Bury My Talent in Yesterday (Chinese original)
https://mp.weixin.qq.com/s/zk0KxuLzhmMJ4LPYW_OHMA

Jacob Coxon on AI race and negotiation
https://x.com/hilbertspaess/status/2099954626040905834

Mo Bavarian on responsibility and AI progress
https://x.com/mobav0/status/2097507030080888864

Addy Osmani on Anthropic engineering throughput
https://x.com/addyosmani/status/2099577600159158765

OpenAI: Jalapeño inference-chip results
https://openai.com/index/jalapeno-first-results/

New York Times: For China, a Mock AI Attack on WeChat Signals a Dangerous New Era
https://www.nytimes.com/2026/09/11/world/asia/china-ai-attack-wechat.html

OpenAI: Accelerating antibiotic discovery with ChatGPT
https://openai.com/index/accelerating-antibiotic-discovery/

David Bellamy on wet-lab bottlenecks
https://x.com/DavidRBellamy/status/2099197234772607026

Chris Rohlf on infrastructure and AI risk
https://x.com/chrisrohlf/status/2099867580668215622

BBC: Titan CEO dismissed safety warnings as baseless cries
https://www.bbc.co.uk/news/world-us-canada-65998914

Non-hype Newsletter: https://signaltonoise.beehiiv.com/

Podcast: https://aiexplainedopodcast.buzzsprout.com/