Essays

Anthropic Says It May Imminently Reach Its Recursive Self-Improvement Threshold

Anthropic’s November 2 S-1/A says internal estimates show it may imminently meet its threshold for AI-driven acceleration, and that past speedups were spotted only in hindsight.

xAI Clean Air Act Lawsuit Moves Forward After Judge Rejects the Mobile Turbine Defense

A federal judge refused to dismiss the NAACP’s suit over the gas plant powering xAI’s Colossus 2, ruling that trailer-mounted turbines are not mobile sources.

ChatGPT Epilepsy Lawsuit Says Medication Advice Deserved the Hard Limit OpenAI Gives Copyright

A wrongful death suit says GPT-4o took Bowen Wan off 400mg of seizure medication in 25 days and argues OpenAI should have hard-blocked medication advice.

AI Token Budgets Decide Which Terms Govern Your Company’s Code

Tight AI token limits push engineers onto personal plans that run under consumer terms. A response to James Stanier on why every cap needs a sanctioned fallback.

Anthropic S-1 Says Safety Reviews Can Delay New Claude Models and Slow Old Ones’ Retirement

Anthropic’s October 26 S-1 says safety reviews can delay new Claude models, limit access and slow deprecations, and that it has changed rate limits before.

UK AI Biosecurity Lab Starts With £100m of Public Money and Up to £200m in OpenAI and Anthropic Credits

The UK AI Biosecurity Lab gets £100m of public money and up to £200m in OpenAI and Anthropic model credits, so vendor credit could double the state’s cash.

Walmart AI Agent Profiles Give Every Shopping Agent Its Own Identity and Spending Limit

Walmart will give each AI shopping agent its own account profile, with per-purchase approval or a cap such as $50, and block agents that break its new terms.

Anthropic’s AI Safety Bill Would Let Only a Judge Block a Dangerous Model

Anthropic’s draft bill lets a D.C. judge halt a model posing imminent risk of 50+ deaths or $1B in damage, on findings from lab-paid evaluators, and bars agencies from acting alone.

DeepSeek Federal Ban Reaches Every Product Built on Its Models

DHS Order 2026-01 bars DeepSeek from US civilian agencies and orders removal of third-party products built with its models, in force since July 24, 2026.

MCP Server Governance Starts With the Version You Approved

A fake postmark-mcp package shipped 15 versions before 1.0.16 secretly BCC’d emails. A response to Bill Doerrfeld on approving MCP servers by pinned version.

Microsoft Treats AI Agents as Insider Threats With Guardian Agents

Microsoft’s Guardian Agents, launched Oct. 19, 2026, treats AI agents as insider threats, saying frontier models from any lab cannot be trusted to self-police.

Anthropic Commits 5% of Its Shares to a New Public Benefit Fund

Anthropic says a new public benefit fund, starting with 5% of its shares and growing with the company’s valuation, will give it more flexibility to fund projects for societal good.

Meta Added an AI Training Clause to Its Business Terms, Then Pulled It

Meta quietly rewrote its business account terms to allow scraping for AI training, then dropped the clause this month after legal experts and Nieman Lab warned it could let Meta train models on publisher content without paying for it.

Amex Launches Framework to Stop Unauthorized AI Agent Purchases

Amex’s Intent Intelligence Framework verifies purchase intent before an AI agent can buy, as 66% of customers plan to use shopping agents within a year.

Microsoft's Brad Smith Says the UK Is Best Placed to Lead AI Regulation

Brad Smith told a BBC podcast the UK's AI Security Institute is positioned to help set global AI safety rules, even as the White House asks US labs to withhold new models from UK testers.

Jev for AI Governance: Preventing Destructive Cloud Agent Actions

Dynamic Cloud Risk Assessment with Jev: Same Command, Different Context

How to Build an AI Agent Execution Gateway with Jev

Jev for SIEM Log Analysis: A Splunk Integration Architecture

Detecting Authorized Access Misuse with Jev and Audit Logs

Detecting Possible Data Exposure with Jev Event Correlation

Jev vs. LLM Guardrails: How to Benchmark Risk, Latency, and Cost

AI Governance Audit Evidence and Production Rollout with Jev

Anthropic and OpenAI Say They'll Embed Independent AI Safety Evaluators — Can They Actually Stay Independent?

Anthropic and OpenAI Say They'll Embed Independent AI Safety Evaluators

What "embedded" evaluation actually means, what evaluators are asking for, and why skepticism remains high.