Anthropic Expands GSA Deal With 40% Discount
Anthropic widened its General Services Administration agreement. Federal users get 40% off many services, including Claude Enterprise, Claude for Government and the Claude API. The discount now extends to state, local, tribal and territorial governments too.
About 500 US government organizations already use Claude. Weekly active users of Claude for Government are up roughly eightfold since February, and federal civilian agency usage has grown about 20-fold in a year.
Claude for Legal Gets Artifacts and 60+ Connectors
Anthropic expanded Claude for Legal with a gallery of ready-made artifacts for contract review, citation checks, contract comparison and regulatory monitoring. It also added more than 60 connectors, including Bloomberg Law, Filevine and Legora.
The expansion follows May's launch and includes tools built with Goodwin, Harvey and Foley & Lardner.
Claude Code 2.1.311: 1M Context Fix and ultrathink Change
Sessions no longer halt with “Usage credits required for 1M context” when a request tops 200K tokens. They compact and keep going. ultrathink now runs its turn at xhigh effort on Opus 5.5, Sonnet 5.5, Haiku 5.5 and Fable 5.1 via Anthropic's API.
Also new: --hold-idle-file and --max-hold-min for self-hosted runners, plus syntax coloring in VS Code code blocks. 2.1.312 followed on Oct. 27.
Gmail and Calendar Connector Errors Resolved
The status page lists elevated errors on the Gmail connector from Oct. 27 23:00 to Oct. 28 05:29 UTC. A longer Google Calendar connector incident ran from Oct. 26 11:07 to Oct. 28 18:52 UTC.
Both are resolved, and no incidents are listed so far on Oct. 29. If your agents lean on connectors, check for gaps in those windows.
Study: Analysts Took the Agent's Lean, Then Skipped the Credit
In an Anthropic study, 50 professional analysts used Claude Code to evaluate a farming cooperative's advisory service. They chose the agent's lean 86% of the time, where chance is about 50%.
Afterward, 77% used the agent's arguments in their own write-ups. Only 15% credited the agent.
Claude for Nonprofits Expands With a Free Plugin
Anthropic released a free plugin for verified nonprofits with skills for fundraising, hiring, marketing, board work and setting up Claude under an organization's own policies.
It also plans to extend its Claude Corps fellowship through a partnership with Taproot.
The Real Enterprise Risk Is the Argument You Didn't Check
Government discounts and legal connectors are Anthropic widening the funnel into regulated, high-stakes work. Fair enough. But its own study is the sharper story: people took the agent's view, reused its reasoning and rarely said so.
In law and government, the failure mode isn't a wrong answer. It's an unexamined one. Expect audit trails, citation checks and attribution to become selling points, not footnotes.