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/1Anthropic’s core/old views on AI safety: https://www.anthropic.com/news/core-views-on-ai-safetyDario Amodei: The Urgency of Interpretability: https://darioamodei.com/post/the-urgency-of-interpretabilityMassive 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/2102110605448737268Jay Chooi: GPT-6 Astra and MolmoAct2 robotics comparison: https://x.com/chooi_jeq/status/2098427488787730636ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models: https://arxiv.org/pdf/2502.09696Archie Hall on AI and short-term superforecasting: https://x.com/ArchieHall/status/2100914560580337897Keller Jordan, AI research and reinforcement learning: https://x.com/kellerjordan0/status/2102956913545936959Daniel Liu, recursive self-improvement: https://x.com/daniel_c0deb0t/status/2102628246408036654Altman and Amodei, UN Security Council: https://www.theguardian.com/world/2026/sep/23/unga-sam-altman-dario-amodeiRehan Sheikh: Interactive YT podcast demo: https://x.com/rehan_shei/status/2102835377426034734https://simple-bench.com/AI Explained: The State of AI — interactive diagram: https://claude.ai/artifact/LQHr9WgvQZ6cMdH6fkiQpiAI Explained: Shards of Aether: https://ai-explained.itch.io/shards-of-aetherroon on the pace of cultural change: https://x.com/tszzl/status/2101462171410677962Sam Altman on AI-risk: https://www.youtube.com/watch?v=YE5adUeTe_IJensen Huang’s AI-control remarks: https://x.com/_NathanCalvin/status/2102756997649355231/photo/2s1r1us on an upcoming vulnerability disclosure: https://x.com/S1r1u5_/status/2102467878423592969Jake Adler on biodefense infrastructure: https://x.com/jakeadler/status/2102812430808363433Derek Thompson: Why we’re wrong about China and AI: https://x.com/DKThomp/status/2103120690370982017/photo/1Sanders 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/