Archive

Today's Key Insights

  • Anthropic Says Its Models Are Near RSI—but Not There — For Anthropic, the governance deadline may arrive before RSI itself: AI-assisted research could outpace validation and security work, prompting the company to revise its Responsible Scaling Policy before any current model crosses the threshold.
  • Trump’s “Super Intelligence” Rebrand Sticks in Government, Splits Big Tech — Federal agency leaders must draft a legislative definition of “Super Intelligence” for Trump by the end of November, even though the order leaves previously issued documents and existing AI programs untouched; Amazon, Microsoft, and Alphabet are still using the old term.
  • Goldman Restricts Claude Code, GitHub to Engineers — For Goldman’s traders and bankers, the practical consequence is a slower route from desk-built prototype to production: engineers now control who can use the tools long term.
  • OpenAI Names Dan Driscoll National Security Modernization Counselor — OpenAI’s public- and private-sector partners now have a senior adviser assigned to connect national-security institutions’ operational needs with practical AI modernization initiatives, including responsible-use work with U.S. allies.

Top Story

Anthropic Says Its Models Are Near RSI—but Not There #

TechCrunch

Anthropic’s revised S-1/A says internal estimates for future models may imminently meet its policy’s definition of “dramatically accelerated progress attributable to AI”—a condition tied to recursive self-improvement (RSI), in which AI helps train more capable successors.

Anthropic says it has not designated any current model as exceeding that threshold. It also does not expect to safely use Claude to fully autonomously design and build successive frontier models without meaningful human supervision or understanding, even if that becomes technically possible.

The warning is a timing problem: AI-assisted R&D could advance capabilities faster than Anthropic can develop, validate, and implement safety, alignment, and security measures. The S-1/A also functions as marketing, so skeptics may question how close Anthropic really is to RSI.

Why it matters: For Anthropic, the governance deadline may arrive before RSI itself: AI-assisted research could outpace validation and security work, prompting the company to revise its Responsible Scaling Policy before any current model crosses the threshold.

Key Takeaways

  • The disclosure appeared in Anthropic’s revised S-1/A on Monday, November 2.
  • Anthropic has not designated any current model as exceeding the threshold and says it is still assessing the underlying data.
  • Claude’s capabilities in coding, math, and cybersecurity have grown markedly this year.

Industry Updates

Trump’s “Super Intelligence” Rebrand Sticks in Government, Splits Big Tech #

MIT Technology Review

President Trump’s late-September executive order tells federal agencies to replace “artificial intelligence” with “Super Intelligence,” or “SI.” The term now appears in government solicitations, including an Immigration and Customs Enforcement request for “SI-powered” surveillance systems. The National Institutes of Health has also added a banner warning visitors that both terms may appear during the transition.

The rollout is patchy. The Pentagon’s Project Meridian used “AI,” and Defense Secretary Pete Hegseth said “AI” in an October 3 interview. On third-quarter earnings calls, only Meta’s Mark Zuckerberg and xAI’s Elon Musk used “superintelligence” consistently; executives at Amazon, Microsoft, and Alphabet continued using “AI.”

Why it matters: Federal agency leaders must draft a legislative definition of “Super Intelligence” for Trump by the end of November, even though the order leaves previously issued documents and existing AI programs untouched; Amazon, Microsoft, and Alphabet are still using the old term.

Goldman Restricts Claude Code, GitHub to Engineers #

The Decoder

Goldman Sachs has cut off most employees from advanced AI coding tools, including Anthropic’s Claude Code and Microsoft’s GitHub, leaving access to engineers, Bloomberg reported, citing internal October guidelines. Traders and bankers had used the tools for months to monitor trading flows and create content; the rollback is reportedly frustrating staff.

The decision reverses Goldman’s July posture. CIO Marco Argenti had praised “vibe coding,” in which nontechnical employees build quick AI-assisted prototypes and hand them to engineers for production. Goldman spokesperson Nick Carcaterra said the experimentation phase is over, citing “a variety of factors including productivity and risk management.”

Why it matters: For Goldman’s traders and bankers, the practical consequence is a slower route from desk-built prototype to production: engineers now control who can use the tools long term.

OpenAI Names Dan Driscoll National Security Modernization Counselor #

OpenAI Blog

OpenAI appointed Dan Driscoll as Senior Counselor for National Security Modernization, a newly created role advising senior leadership and external partners on advanced AI for national and cyber security.

Driscoll will work with OpenAI teams and leaders across governments, industry, academia, and allied institutions. He will help OpenAI teams connect operational needs, institutional change, and emerging AI capabilities, with a focus on responsible use with U.S. allies and building democratic AI.

The appointment extends OpenAI’s Daybreak work with allies and partners on cyber resilience and protecting essential services. Driscoll previously led Army operations, modernization, and resource allocation.

Why it matters: OpenAI’s public- and private-sector partners now have a senior adviser assigned to connect national-security institutions’ operational needs with practical AI modernization initiatives, including responsible-use work with U.S. allies.