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/

Where to start? A new era of cost-efficient AI on a day benchmark-makers got humbled, traders got excited, and AI safety researchers got unnerved. From monitorability losing hold of GPT-6 Astra’s chains of thought to breakthrough discoveries, Fable-mogging and much more…

Exclusive Vids ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
00:53 - vs Fable
05:27 - most impressive results
13:06 - bonus comparisons (plus trading)
18:40 - concerning trend
21:24 - Cot Control

GPT-6: https://openai.com/index/gpt-6-astra/
Paper: https://deploymentsafety.openai.com/gpt-6-astra/gpt-6-astra.pdf

Looped Transformers and AGI Milestone: https://www.patreon.com/AIExplained/posts/breakthrough-and-168513408

Messy Rollout: https://x.com/sama/status/2095678759651438887
Much More Capable Models Coming: https://x.com/MTSlive/status/2095573400899170592
‘AGI Era’ https://www.theverge.com/ai-artificial-intelligence/989601/openai-gpt-6-astra-release

ARC-AGI 3: https://x.com/fchollet/status/2095598451115614371
https://x.com/fchollet/status/2095607046129463577
https://arcprize.org/blog/astra

FrontierMath: https://epoch.ai/frontiermath/tiers-1-4/about
Discovery: https://x.com/jdlichtman/status/2095660916310483087

Fable 5.1: https://www.anthropic.com/claude-fable-and-mythos-5-1
https://science-task-lens.aiex.chatgpt.site/securebio
Agents Last Exam: https://agents-last-exam.org/
Terminal Bench Science: https://github.com/harbor-framework/terminal-bench-science#task-coverage
SRE Bench: https://x.com/ValsAI/status/2087682813743317396
ScreenSpot Pro: https://arxiv.org/pdf/2504.07981
Weathernext 3: https://www.youtube.com/watch?v=_6jZlnRsXXQ
DayBreak: https://x.com/fouadmatin/status/2095634888951250983
AA Index: https://artificialanalysis.ai/evaluations/gdpval-aa

Visual Demos: https://x.com/mattshumer_/status/2095609734845927525
https://x.com/codestantine/status/2095598327115260368
https://x.com/SahilExec/status/2095688272269984016

Monitorability: https://x.com/NeelNanda5/status/2095533397297045716
https://x.com/tomekkorbak/status/2095596848581071020
https://x.com/Marcus_J_W/status/2095623593006686475
https://x.com/MicahCarroll/status/2095603855316996529
Not Accept Degradation: https://www.nbcnews.com/tech/tech-news/openai-debuts-gpt-6-astra-security-measures-rcna595940

RSI: https://x.com/LiuZuxin/status/2095600499911446697

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

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

First, a Time Magazine spread has Sam Altman declaring AGI is imminent, at the same time as we get two bombshell reports, from OpenAI and METR which on first glance are detailing the AI swarm, but reveal a deeper story about how we are making AI in 2026. From redacted risk reports, to Chinese Labs, pre-training debacles to questionable cybersecurity calls, a lot has happened recently, beneath the headlines…

https://80000hours.org/aiexplained

pablo2004romero@gmail.com
https://integrity-bench.com/

https://www.patreon.com/AIExplained/posts/ai-swarm-cometh-166671390

Chapters:
00:00 - Introduction
02:10 - METR Report
05:00 - Secrets of MultI-Agent Swarm
07:46 - Anthropic Too
10:00 - And China
11:07 - AI Agents Analysing AI Agents
13:37 - Altman AGI 2026
15:36 - Astra Paused
16:01 - Integrity Bench
19:03 - Swarm Dynamics
21:58 - No Human Contact?

METR Post: https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/#agents-knew-hacking-hugging-face-was-out-of-scope-and-sometimes-expressed-ethical-hesitation,-but-this-very-rarely-limited-their-behavior
OpenAI Release: https://openai.com/index/hugging-face-incident-and-the-road-ahead/
Technical Paper: https://cdn.openai.com/pdf/67869394-cb91-4c12-888c-5cbd85c7814c/OpenAI-Hugging-Face%20Incident-Technical-Report.pdf

BlackHat Talk: https://www.youtube.com/watch?v=87DyyMV0kCY

Anthropic Risk Report: https://www-cdn.anthropic.com/f61d49fa5596956a5dec75fea0e973bf6a6a8378/Redacted%20Risk%20Report%20August%202026%20.pdf

Value Leakage Paper: https://valueleakage.net/?utm_source=chatgpt.com

Paused Training: https://x.com/sama/status/2089787807611195475
https://openai.com/index/pacing-model-development-cyber-capabilities/
AGI 2026: https://time.com/article/2026/08/26/openai-sam-altman-interview/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=260826

Greenblatt Tweets: https://x.com/RyanGreenblatt/status/2092769422104822031
https://x.com/RyanGreenblatt/status/2092692685224325542

Cyberdefense Call: https://openai.com/collective-cyberdefense/

GLM 5.3 and 5.3 Flash / ox alpha: https://x.com/MTSlive/status/2089865956558528552
https://pbs.twimg.com/media/HPqiTkAa0AAZiuv?format=jpg&name=large

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

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

Wow. Mathematical breakthroughs that would be called genius if done by humans. A secret message-board w/ AI agent swarms leaving notes read by future versions. Hassabis leaves CEO position, or was pushed out? Not to mention news of constitutional breakdowns, Gemini 4 and Jeff Dean…

https://80000hours.org/aiexplained

Exclusive Videos - AI Insiders ($7/month if annual!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:16 - 10 Autonomous Discoveries
08:20 - The Security ‘Incident’
15:29 - MessageBoard
19:50 - Constitutional Failure
24:30 - Google Explosion
29:12 - Closing Thoughts

Security Incident: Paper: https://cdn.prod.website-files.com/663bd486c5e4c81588db7a1d/6a724858f7db25c81487016d_Security%20Incident%20INC-2026-07-28-01.pdf
Post: https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing
https://www.theguardian.com/technology/2026/aug/05/ai-models-have-been-going-rogue-in-tests-how-worried-should-we-be
Meta too: https://www.theinformation.com/articles/meta-ai-model-hacked-another-company-cybersecurity-testing?rc=sy0ihq
Blatantly Misaligned: https://x.com/yonashav/status/2085167279893795022
No Excuses: https://x.com/boazbaraktcs/status/2085034783541964945
Surreal Moment: https://x.com/mobav0/status/2084341687883841732
Wired Article: https://archive.is/20260806002210/https://www.wired.com/story/openai-didnt-notice-its-ai-agents-using-a-message-board-to-plan-their-hacking-spree/
Chunky Post-training: https://x.com/johnschulman2/status/2084835800899076313
Watershed Moment: https://www.groundlevel-ai.com/p/openai-gives-first-detailed-debrief?has_completed_unsubscribed_unlock=true
HedgeFund Hack: https://finance.yahoo.com/technology/ai/articles/major-hedge-funds-targeted-wave-154044981.html

10 Discoveries:
Paper: https://cdn.openai.com/pdf/ten-proofs-oai.pdf
Post: https://openai.com/index/ten-advances-in-mathematics/
Haven’t Solved Math: https://x.com/polynoamial/status/2083476852216369294
Half with Fable: https://x.com/__alpoge__/status/2083855298239078748
Pivot to Safety: https://www.understandingai.org/p/mathematicians-are-grappling-with

Amodei Essay: https://darioamodei.com/essay/the-adolescence-of-technology?utm_source=chatgpt.com
Constitution: https://www.anthropic.com/constitution
Midtraining: https://arxiv.org/pdf/2605.02087

DroneBench: https://andonlabs.com/evals/drone-bench
https://x.com/andonlabs/status/2085125235188310445

Book Deal: https://x.com/venturetwins/status/2085185278378222054
Making Marble: https://x.com/Rainmaker1973/status/2084560915404382685

Google News:
Hassabis Move: https://blog.google/company-news/inside-google/message-ceo/next-chapter-ai-momentum/
Resignation: https://x.com/Turn_Trout/status/2077448610157891734
Periodic Labs: https://periodic.com/
Jeff Dean: https://x.com/JeffDean/status/2085034604172603724
14 Challenges: https://gcsp.engineering.asu.edu/apply/become-a-grand-challenge-scholar/the-14-grand-challenges-for-engineering/
Going Places for Sure: https://x.com/thsottiaux/status/2085223189555126579
Gemini 4: https://x.com/firstadopter/status/2085215060532535449

Pacing Frontier Patreon Video: https://www.patreon.com/AIExplained/posts/opus-5-amodei-165170363

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

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

An unreleased internal OpenAI model, very likely to be called GPT-6, was able to autonomously break out of its sandbox AND break into HugginFace, just to score higher on a benchmark prompt. This video has the details you may have missed, a layperson analogy, whether this is truly novel, and more…

Dozens more Exclusive videos on Patreon ($9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:17 - HuggingFace Earlier Report - the possible week gap
02:24 - But what happened?
05:45 - Simplified Version
07:56 - Not the first time…
10:54 - What Does it Mean for Open Source?

The Incident: https://openai.com/index/hugging-face-model-evaluation-security-incident/
https://huggingface.co/blog/security-incident-july-2026

The Post the Day Before: https://openai.com/index/safety-alignment-long-horizon-models/

Mythos’ Earlier Escape: https://futurism.com/artificial-intelligence/anthropic-claude-mythos-escaped-sandbox

ExploitGym: https://arxiv.org/pdf/2605.11086

Sam Confession: https://x.com/sama/status/2079661132302995790

Anthropic Researcher Reacts: https://x.com/Mononofu/status/2079724399452926055

Clem (HuggingFace CEO): https://x.com/ClementDelangue/status/2079670308156645882
https://x.com/ClementDelangue/status/2079301434357456931

Xi Jinping: https://archive.fo/20260717195548/https://www.businessinsider.com/xi-jinping-open-source-ai-us-competition-openai-anthropic-models-2026-7
Bans: https://www.axios.com/2026/07/20/ai-us-china-open-source-kimi
Qwen Retweet: https://x.com/AlibabaGroup/with_replies

Codex Growth: https://x.com/petergostev/status/2079614914398740764/photo/1

Kimi K3: https://artificialanalysis.ai/evaluations/harvey-lab-aa?eval-score=all-pass-rate

GPT 5.6 Sol Cheats on METR: https://metr.substack.com/p/2026-06-26-gpt-5-6-sol

Guardian Headline: https://www.theguardian.com/technology/2026/jul/22/openai-says-its-models-went-rogue-and-hacked-startup-in-unprecedented-incident

Russian Origin?: https://news.ycombinator.com/item?id=48998362

Power Trends: https://pbs.twimg.com/media/HNRtrjhagAAvBN_?format=png&name=900x900

Kimi K3 Exclusive Video: https://www.patreon.com/AIExplained/posts/kimi-moment-kimi-164108791

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

What a week in AI, for real. GPT 5.6 may actually beat Claude Fable, in what you get for your money, while the new Grok 4.5 and Meta Muse Spark 1.1 make the choice even harder. Uncovering a dozen nuggets of gold you may have missed from all the viral headlines, I can also assure you you’ll learn something you didn’t know before.

For Exclusive Videos, go to AI Insiders (less than $9!): https://www.patreon.com/AIExplained

Chapters:
00:00 - Introduction
01:03 - GPT 5.6 Sol Reveals
05:08 - Missing benches, plus Grok 4.5
07:17 - Gaming as the new frontier?
08:31 - Muse Spark 1.1
10:03 - SimpleBench Upgrade
11:17 - Ultra Sol + Self-Improvement
13:44 - well, this is awkward
15:41 - Why model improvement will not plateau anytime soon

AI Consciousness: https://www.patreon.com/AIExplained/posts/anthropics-quite-163360718

I Smell Fear: https://x.com/thsottiaux/status/2075287108680601929
GPT 5.6: https://openai.com/index/gpt-5-6/

Grok 4.5: https://x.ai/news/grok-4-5?twclid=2ezs408o0z23pw07tmxcwbzibd
Meta Muse Spark 1.1: https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/

Proliferating GPT Toggles: https://x.com/rasbt/status/2075369179817902176/photo/1
Anthropic Call-out: https://x.com/Mononofu
AI Security Institute Finding: https://x.com/alxndrdavies/status/2075279480331874306
Competitive Coding: https://x.com/FakePsyho/status/2075128093891801305/photo/1

Agents Last Exam: https://agents-last-exam.org/
Dawn Song: https://x.com/dawnsongtweets/status/2065095757988868190

https://simple-bench.com/

SWE-Marathon: https://www.swe-marathon.org/
https://www.frontierswe.com/
ARC-AGI 3: https://x.com/arcprize/status/2075270869992264003
Automation Bench: https://zapier.com/benchmarks
VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code

‘Post-Train Claim’: https://posttrainbench.com/

Redwall Game: https://redwall-bellmaker-7e03e4.surge.sh/

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

Claude Fable 5 banned, but what’s the bigger story. We go through 11 under-reported details, so you have the context to see what’s coming next for your use of AI. From whether the ban will last, what the possible motives are, what the model can actually do, and some wild over-extrapolations going on.

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:51 - Came from an Anthropic Investor ‘and other tech leaders’
01:47 - Govt pressured by CEOs like Jamie Dimon
03:01 - ‘Already decided’
04:02 - Prompt Injection Robustness Comparison
05:15 - Wellness?
06:36 - “Overreach”
08:17 - Anthropic Did Admit it would cause Difficulty
09:32 - 90 Minutes
10:02 - Equity Absence
10:31 - Lobbying and OpenAI

‘Already Decided’ - https://www.theinformation.com/articles/amazons-jassy-raised-concerns-anthropic-model-trump-crackdown?rc=sy0ihq

Not for Other Models: https://www.theinformation.com/briefings/u-s-government-unlikely-extend-anthropic-export-control-ai-companies?rc=sy0ihq

90 Minutes: https://archive.fo/20260614001605/https://www.politico.com/news/2026/06/13/inside-the-whirlwind-24-hours-that-led-the-white-house-to-slap-export-controls-on-anthropic-00961519#selection-807.1-807.219

Anthropic Statement: https://www.anthropic.com/news/fable-mythos-access

Life Comes at you Fast: https://x.com/etbrooking/status/2065638276388495742

Anthropic Deputy CISO: https://x.com/TheTranscript_/status/2065883670053847324

Hegseth Gloat: https://x.com/PeteHegseth/status/2065897156226015690

Roon Speculation: https://x.com/tszzl/status/2065939227167392147

Mythos System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdf

Sachs Statement: https://x.com/DavidSacks/status/2065853007619588171

OpenAI Lobbying: https://thehill.com/policy/technology/5912720-altman-openai-get-bogged-down-in-political-spending-fight/

Absent from Equity Talks: https://finance.yahoo.com/sectors/technology/articles/trump-ai-ownership-plan-could-131053732.html

Pliny Jaibreak: https://x.com/elder_plinius/status/2064776322979676227

Fusion: https://x.com/OpenRouter/status/2065856871215329545

https://lmcouncil.ai

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

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

Fable 5 is out - and it’s good, very good. But beyond the splashy demos, I want to bring you the 20+ nuggets from the 319 page system card, which I read in full, all day, plus benchmarks you may not have noticed.

https://assemblyai.com/aiexplained

Plus two worrying trends inside the ‘mind’ of Claude, how OpenAI counter, and the transformer inventor’s warning.

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
01:06 - Blocks + Better Models
02:42 - Fable 5 Upgrade over Mythos Preview
04:49 - ML Acceleration Bombshell
07:11 - No RSI yet
07:41 - Bio-capable
14:51 - Creative Writing … no
17:23 - Does need bug-checks
18:57 - OpenAI Response
19:23 - Benchmark Bonanza
28:06 - Chain of Thought worrying trend

Fable 5 Release: https://www.anthropic.com/news/claude-fable-5-mythos-5

System Card: https://www-cdn.anthropic.com/d00db56fa754a1b115b6dd7cb2e3c342ee809620.pdf

Intelligence Explosion: https://www.patreon.com/posts/anthropic-charts-160231656

Annotated: https://x.com/Miles_Brundage/status/2064500190523113816/photo/1

OpenAI Counter: https://x.com/thsottiaux/status/2064572118264913923
https://x.com/thsottiaux/status/2043177597434306699

Double Lifespan: https://darioamodei.com/essay/machines-of-loving-grace

AutomationBench: https://zapier.com/benchmarks
Vending Bench: https://x.com/andonlabs/status/2064429817530085804
CritPt: https://critpt.com/
Riemann Bench: https://surgehq.ai/leaderboards/riemann-bench
GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa
BluePrint Bench 2: https://andonlabs.com/evals/blueprint-bench-2
MCP Atlas: https://labs.scale.com/leaderboard/mcp_atlas
FutureSim: https://x.com/nikhilchandak29/status/2064676801440358774

Roon Stun Lock: https://x.com/tszzl/status/2064454617568874669

Noam Brown Inference Ceiling: https://x.com/polynoamial/status/2064210146558136827

Isochronic Chart: https://isochronic-passage-chart.netlify.app/#nyc
Rose Tavern: https://claude.ai/public/artifacts/2295bebe-77e6-43e2-ae94-0fe49e9a776b
Redwall Game: https://redwall-mossflower.surge.sh/

Risk Report: https://www-cdn.anthropic.com/097c63b5fe7dd8b14866e1f15bb1910ec713658a.pdf

Transformer Inventor Warning: https://x.com/tszzl/status/2064563986914554125

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

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

The ‘best’ generally available AI model just dropped, but there is plenty I bet you missed about what it is, how it performs, and what the release tells us. 15 highlights from the 244 page system card, plus private testing, leader interview and more.

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

Chapters:
00:00 - Introduction
00:49 - Mythos in Weeks
01:49 - Adaptive not necessary
02:26 - Honesty?
04:37 - Flagging Uncertainty
04:57 - Benchmarks
08:54 - Mythos will be even better
10:30 - Business skillz
11:15 - Model Welfare
12:16 - Cyber Comparable
13:10 - Misalignment Concerns
16:22 - Meta Inabilities
17:58 - Code flagging
18:34 - Go to sleep
18:50 - Fast Mode
20:21 - Dynamic Workflows

Opus 4.8 Paper: https://cdn.sanity.io/files/4zrzovbb/website/c886650a2e96fc0925c805a1a7ca77314ccbf4a6.pdf

Release: https://www.anthropic.com/news/claude-opus-4-8

Chips: https://www.theinformation.com/articles/anthropic-talks-use-microsofts-ai-chips?rc=sy0ihq
https://www.anthropic.com/news/expanding-our-use-of-google-cloud-tpus-and-services
https://www.anthropic.com/news/higher-limits-spacex

Patreon Vid: https://www.patreon.com/posts/re-up-anthropics-159289449

GDPVal: https://artificialanalysis.ai/evaluations/omniscience
https://arxiv.org/abs/2510.04374

Amodei Technical Debt: https://www.youtube.com/watch?v=7xco5Qd2Oo8

Dynamic Workflows: https://x.com/ClaudeDevs/status/2060044853279617150
https://x.com/_catwu/status/2060054180379689074/photo/1
https://claude.com/blog/introducing-dynamic-workflows-in-claude-code

https://simple-bench.com/

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

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

The biggest Google AI push of the year, but what is the bigger story? Why is Google pursuing a different fork in the road than OpenAI or Anthropic? What does Gemini 3.5 Flash mean for the near-term future of AI?

https://assemblyai.com/aiexplained

Plus the highlights from a provocative new paper on AI, 8 key moments you may have missed, and the signal from 5+ hours of AI lab interviews.

Check out my free to use app, code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:38 - Vibes and Google Goal
02:18 - Omni, again?
06:57 - Taking the same road
07:44 - Gemini 3 Flash
12:37 - Pitching on Cost?
13:55 - Agentic Task Search
14:30 - 1-shot OS but jagged, negation paper
20:02 - The Karpathy Moonshot

Mostafa Deghani Interview: https://www.youtube.com/watch?v=Bo19sXssYXI

Negation Neglect Paper: https://arxiv.org/pdf/2605.13829

Gemini 3.5 Flash Headline Scores: https://deepmind.google/models/model-cards/gemini-3-5-flash/

Sors original AGI Path: https://www.theguardian.com/commentisfree/2024/feb/24/openai-video-generation-tool-sora-babies-ai-artificial-intelligence

Hassabis Helped Set-up Anthropic: https://archive.fo/20260519070857/https://www.ft.com/content/8f2a529e-7a1b-4d8e-95be-338d0c4c98f5

Intelligence to Output Speed: https://artificialanalysis.ai/models?intelligence-comparison=intelligence-vs-output-speed#intelligence

VibeCodeBench + Finance Agent: https://www.vals.ai/home

OpenAI Needs Ads: https://archive.ph/20260409123153/https://www.reuters.com/business/media-telecom/openai-projects-25-billion-ad-revenue-this-year-100-billion-by-2030-axios-2026-04-09/

Anthropic Core Views: https://www.anthropic.com/news/core-views-on-ai-safety

Karpathy Move: https://x.com/karpathy/status/2056753169888334312
https://www.axios.com/2026/05/19/anthropic-openai-karpathy-andrej-claude

Recursive Self-Improvement: https://www.patreon.com/posts/ineffably-smart-156866417

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

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

GPT 5.5 full analysis, plus DeepSeek V4 paper highlights, comparisons with Mythos, a vibe-coded game w/ GPT Image 2, and 50 data-points you wouldn’t get from just reading the headlines.

Chapters:

01:11 - GPT 5.5 Comparison

06:04 - Mythos Marketing

11:50 - Recursive Self-Improvement?

14:11 - Deepseek V4

18:03 - VibeCode Experiment Extravaganza

21:44 - The Scarce Compute Era

https://80000hours.org/aiexplained

OpenAI Benchmarks: https://openai.com/index/introducing-gpt-5-5/

5.5 System Card: https://deploymentsafety.openai.com/gpt-5-5/gpt-5-5.pdf

Direct Comparison: https://pbs.twimg.com/media/HGnNm5GWEAAJ1Ob?format=jpg&name=4096x4096

DeepSeek Paper: https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro

SWE Bench Pro - benchmark of choice? https://x.com/ChowdhuryNeil/status/2047416077622395025

AA Omniscience: https://artificialanalysis.ai/evaluations/omniscienceVending Bench: https://x.com/andonlabs/status/2047377260412649967

Opus 4.7 System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf

Sam Altman Drunk Phase: https://x.com/sama/with_replies

Noam Brown: https://x.com/polynoamial/status/2047387675762802998

DeepSeek Compute Crunch: https://www.bloomberg.com/news/articles/2026-04-24/deepseek-unveils-newest-flagship-a-year-after-ai-breakthrough?srnd=phx-ai

Spreadsheet Bench: https://x.com/nicochristie/status/2047476237464211721

Pattern Recognition: https://arcprize.org/leaderboard

Leader Interviews:

Core Memory: https://www.youtube.com/watch?v=NCKQL0op30E

Knowledge Podcast: https://www.youtube.com/watch?v=6JoUcQ1qmAcBig Tech Round 1: https://www.youtube.com/watch?v=J6vYvk7R190&t=1116s

Big Tech Round 2: https://www.youtube.com/watch?v=YnoQ8RJbALw&t=8s

Claude Code Limitations: https://x.com/TheAmolAvasare/status/2046724659039932830

ChatGPT 5.4 for Clinicians: https://openai.com/index/making-chatgpt-better-for-clinicians/

Image Arena: https://x.com/arena/status/2046670703311884548

VibeCode Bench: https://www.vals.ai/benchmarks/vibe-code

5.5-made Game +Seedance 2.0: https://rosemere-quest.pages.dev/

Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today…

https://assemblyai.com/aiexplained

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:58 - Benchmarks
05:21 - Market Share + Compute Problems
08:12 - Mythos Exclusives
12:56 - User Frustration + Claude Code Updates
14:03 - Brockman Amodei Rivalry
17:40 - OpenAI vs Anthropic Approach to Code

Claude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7
vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium

232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf

ARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1

ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1

GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa

Vidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-models

Boris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2

User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660

VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1

Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic

5.4 Cyber: ​​https://openai.com/index/scaling-trusted-access-for-cyber-defense/

Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1

…in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096

WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acde

Brockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190

$1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082

Emotions: https://www.patreon.com/c/aiexplained/posts

https://lmcouncil.ai/benchmarks

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

The model, the mythos, the legend. We have a new best AI model, but not all of us. How good is it, what does it’s new offensive capabilities mean? Why does it’s 244 page report card remind me of Her, and why did the creator of Claude Code call it ‘terrifying’. 30+ highlights sourced by reading the paper in full, old-school, no AI summary.

https://80000hours.org/aiexplained

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:56 - Internal Release + Availability
02:37 - General Capabilities
05:12 - Self-improvement?
06:15 - ‘Terrifying’ Landscape
11:07 - Safety Decision
13:22 - Coding
14:49 - Alignment, Awareness
19:52 - GUI for Agents/Claws + Hallucinations
21:34 - …Emotions?
25:29 - Her connection

244-page System Card: https://www-cdn.anthropic.com/8b8380204f74670be75e81c820ca8dda846ab289.pdf

Project Glasswing: https://www.anthropic.com/glasswing
Zero-Day Details: https://red.anthropic.com/2026/mythos-preview/

Mythos ‘terrifying’: https://x.com/bcherny/status/2041605852382351666

New Yorker Altman/Amodei: https://archive.fo/20260406100412/https://www.newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trusted

Alignment Risk Update: https://www-cdn.anthropic.com/79c2d46d997783b9d2fb3241de43218158e5f25c.pdf

In a Park: https://x.com/sleepinyourhat/status/2041584808514744742

“Uhm” - https://x.com/thsottiaux/status/2041749947385815109

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

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

First look at exclusive reports about OpenAI's new Spud model, and the model Anthropic think will stir governments to urgency, all in the context of the newly-launched ARC-AGI-3. What does the extreme difficulty of that benchmarks, and its quirky scoring metrics, mean for AI in 2026?

https://assemblyai.com/aiexplained

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:55 - OpenAI Side Quests
01:58 - Claude New Model Coming + Universal Equity?
03:13 - ARC-AGI 3
05:00 - Intentional or Unintentional Gaming?
07:11 - But is it AGI Harbinger? No Harness
09:41 - Not the First
12:32 - Automated Researcher
15:00 - Claw Caveat

Spud: https://www.theinformation.com/articles/openai-ceo-shifts-responsibilities-preps-spud-ai-model?utm_campaign=Editorial&utm_content=Article&utm_medium=organic_social&utm_source=bluesky%2Cfacebook%2Clinkedin%2Cthreads%2Ctwitter&rc=sy0ihq

FT: OpenAI Special Model: https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d?syn-25a6b1a6=1

Jensen Huang: https://www.forbes.com/sites/antoniopequenoiv/2026/03/23/nvidias-jensen-huang-says-he-thinks-weve-achieved-agi/

Axios Article: https://archive.fo/20260326100140/https://www.axios.com/2026/03/26/anthropic-pentagon-ai-deal#selection-827.0-829.257

https://arcprize.org/arc-agi/3

ARC AGI 3 Paper: https://arcprize.org/media/ARC_AGI_3_Technical_Report.pdf

NetHack Leaderboard: https://balrogai.com/
Paper: https://ai.meta.com/research/publications/the-nethack-learning-environment/
https://x.com/_rockt/status/2036864121585438995

Claw Shells: https://x.com/DrJimFan/status/2036494601750716711

OpenAI Automated Researcher: https://www.technologyreview.com/2026/03/20/1134438/openai-is-throwing-everything-into-building-a-fully-automated-researcher/

Patreon Post: https://www.patreon.com/c/aiexplained/posts

Eng Jobs: https://x.com/lennysan/status/2036535460726767793

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

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

Just 48 hours after releasing GPT 5.3 Instant, OpenAI have released GPT 5.4 Thinking, so either their is an imminent singularity or perhaps we are being distracted from other news. This video will give 9 crucial bits of context, not just on the GPT 5.4 drop but on the background to the meltdown between the Pentagon and Anthropic. What does this say about the state of AI progress, your job, and what is next.

Check out my fast-growing (!) app, free to use, and code INSIDER15 for 15% off paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
01:06: GPT 5.4 Breakdown
05:06 - Closing the Loop
06:35 - Spiky Performance
10:31 - Advice
11:32 - Less Encouraging Developments - Fired Like Dogs
17:45 - But Used in Iran

GPT 5.4: https://openai.com/index/introducing-gpt-5-4/

Hallucinations: https://artificialanalysis.ai/evaluations/omniscience
Investment Banking Bench: https://x.com/bradlightcap/status/2029684672343728452
Move 37: https://x.com/nasqret/status/2029628846518010099
System Card: https://deploymentsafety.openai.com/gpt-5-4-thinking/gpt-5-4-thinking.pdf

Prediction Market Scandal: https://www.wired.com/story/openai-fires-employee-insider-trading-polymarket-kalshi/

GPT 5.3 Instant: https://openai.com/index/gpt-5-3-instant/

GDPVal: https://openai.com/index/gdpval/

Claude in Iran: https://www.washingtonpost.com/technology/2026/03/04/anthropic-ai-iran-campaign

‘Like Dogs’: https://x.com/AndrewCurran_/status/2029605783311470679

Altman leak: https://www.cnbc.com/2026/03/03/sam-altman-tells-openai-staff-operational-decisions-up-to-government.html

Original 2024 Switch: https://archive.fo/20240116172526/https://www.bloomberg.com/news/articles/2024-01-16/openai-working-with-us-military-on-cybersecurity-tools-for-veterans#selection-6173.83-6173.226

Amodei Original Memo: https://www.theinformation.com/articles/read-anthropic-ceos-memo-attacking-openais-mendacious-pentagon-announcement?rc=sy0ihq
Anthropic Apology: https://www.anthropic.com/news/where-stand-department-war
OpenAI Employee Reaction: https://x.com/tszzl/status/2029334980481212820

DoD Suppler Risk: https://www.cnbc.com/amp/2026/03/05/anthropic-pentagon-ai-claude-iran.html
Atlantic Exclusive: https://archive.fo/20260301152646/https://www.theatlantic.com/technology/2026/03/inside-anthropics-killer-robot-dispute-with-the-pentagon/686200/#selection-941.61-941.212
No Negotiation: https://x.com/USWREMichael/status/2029754965778907493

$20B Doubling: https://archive.ph/20260304111124/https://www.bloomberg.com/news/articles/2026-03-03/anthropic-nears-20-billion-revenue-run-rate-amid-pentagon-feud

March 2022 Interview: https://www.youtube.com/watch?v=uAA6PZkek4A

https://lmcouncil.ai/

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

Will Anthropic be forced to make a version of Claude for war? And does a new paper expose the risks of Claude agents, in both OpenClaw and the field of war? Plus, 5 more twists in the story of the Pentagon versus Anthropic + some AI lab employees, and a petition that could change everything, or nothing...

Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai

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

Chapters:
00:00 - Introduction
00:44 - Deadline Day + Petition
02:42 - Twist 1: Existing Deal
03:26 - Twist 2: Existing Policy
04:21 - Twist 3: Twin Threats
05:54 - Twist 4: Interesting Objections
11:32 - Twist 5: Anthropic’s Dropped Policy

Dario Statement: https://www.anthropic.com/news/statement-department-of-war

Google/OpenAI Petition: https://notdivided.org/

Axios on Amodei Rejection: https://www.axios.com/2026/02/26/anthropic-rejects-pentagon-ai-terms

FT on US Threat: https://www.ft.com/content/11d27612-d6c5-4cf7-94dd-f65603549b7f

Politico on Latest: https://archive.ph/20260227013117/https://www.politico.com/news/2026/02/26/incoherent-hegseths-anthropic-ultimatum-confounds-ai-policymakers-00800135

The Verge on Current Deal: https://www.theverge.com/ai-artificial-intelligence/883456/anthropic-pentagon-department-of-defense-negotiations

Anthropic RSP change: https://www.anthropic.com/news/responsible-scaling-policy-v3

Time Magazine on RSP: https://time.com/7380854/exclusive-anthropic-drops-flagship-safety-pledge/

Agent of Chaos Paper: https://x.com/NatalieShapira/status/2026062499599319526

AI Agent Reliability Paper: https://arxiv.org/pdf/2602.16666

My Patreon Video: https://www.patreon.com/posts/real-mystery-ai-151647211

Patreon Documentary: https://www.patreon.com/posts/our-new-age-of-133960279

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

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