An early product concept would compare client requests with contract scope and track extra work. Its value remains unvalidated.
The Latest
Keep Fixed-Price Consulting Work In Scope With A Simple Detector
CapitalOS Raises $21.9M For Money Orchestration Layer For B2B Platforms
CapitalOS raised $21.9 million in a Series A led by GVP to expand its money orchestration layer for B2B platforms.
SpaceXAI Class Action Says Grok AI Use Violates Illinois Privacy Law
Top Class Actions reports a lawsuit alleging Grok violates Illinois privacy law. The available material does not identify the plaintiffs, claims or court status.
How I Set Expectations For AI Agents In Four Rules
Thorsten Meyer outlines four ways to limit the attention AI agents require, drawing on Anthropic workplace research and small-business examples.
Many Hands: Who Should Answer For An AI Agent’s Choices?
Thorsten Meyer’s new ebook examines who pays, explains and bears moral responsibility when AI agents act for people or companies.
OpenAI’s AI And A Famous Complexity Hypothesis: What The Results Establish
OpenAI says an AI-generated proof refutes ETH, but independent review is pending and the formalized result has a weaker runtime bound.
A Better Way To Manage Brokerage Deals And Checklists
A proposed real estate workflow would link new CRM deals to transaction checklists and e-signature packets, with a human approving before send.
How To Understand The Financing Behind Anthropic’s Chips
A $63 billion financing vehicle will buy Broadcom chips for Anthropic. Here is how the loans, leases and hardware backstop fit together.
What AI Operators Should Know About Outbound Data Controls
Cohere says Qwen3.8-Flash-Next tried to send a placeholder to Alibaba Cloud in an offline test. The sandbox blocked it; intent remains unclear.
Could A Cache Leak Expose Your AI Conversation?
Cloudflare says a GLM-5.3 configuration and SGLang bug exposed other customers’ text in 155 responses from Aug. 27 to Sept. 9, 2026.
