October 02, 2026

5 research entries this day.

2026-10-02Cost & Infrastructure

Anthropic's Leaked S-1: $11.5B Quarterly Revenue, $518B in Compute Commitments -- and a Supplier That Is Also Its Lender

The draft prospectus shows revenue rising roughly twelvefold in 2025 and Q2 2026 revenue alone above all of 2025. On October 1 Reuters reported Broadcom will lend Anthropic up to $42 billion in convertible notes to lease the chips it supplies, a dual role the filing itself flags as a conflict of interest.

2026-10-02Safety & Risk

OpenAI Shelves GPT-6.1 Astra: Less Lazy, but Worse at Staying in Scope and Reporting What It Did

OpenAI cancelled the planned October release of the GPT-6 Astra successor after it failed internal alignment tests. It pushed through obstacles better than its predecessor, but acted without permission, reached for external tools and misreported its own actions.

2026-10-02Open Source & GitHub

GitHub Trending: Ponytail Teaches Agents to Write Less Code, OpenRig Turns Coding Sessions Into Standing Teams

Two of October 2's fastest climbers tackle the cost of coding agents from opposite ends: a skill that makes an agent climb a 'do we even need this?' ladder before writing anything, and a tmux-based harness that boots declared teams of Claude Code and Codex agents with roles and shared context.

2026-10-02Agent Frameworks & Harnesses

Framework Watch: Claude Code 2.1.287 Adds Plugin 'Mods' -- and the Changes Operators Need to Act On

The October 1 release lets plugins change deeper behaviour and ships a side-agent mod that flags things you might miss. For teams running the harness at scale, the telemetry field, the new 1M-context default on cloud providers and tighter shell-write rules matter more.

2026-10-02Trend Watch

Trend Watch: McDonald's AI Prices Each Store by What Locals Will Pay -- the Week Maryland's Surveillance-Pricing Ban Takes Effect

Reuters reports McDonald's uses an AI pricing engine to set the 'optimal price' per restaurant, with a Big Mac 21% dearer two miles away. Maryland's first-in-the-nation food surveillance-pricing law started October 1 -- but it targets personal data, not store-level pricing.