Managing Restaurant Food Costs Through Supplier Invoice Reviews

A proposed invoice-auditing workflow would help restaurant groups compare supplier bills with contracts, orders and deliveries before tracking credit claims.

Could AI Chatbots Infringe Copyright When Using Publisher Content?

An EU court adviser says chatbot answers may infringe publishers’ rights if they bypass access barriers or reproduce an article’s expression.

Cat Wu Leaves Anthropic: A Look At Her Role In Claude Code

Business Insider reports that Cat Wu, a product leader associated with Claude Code, has left Anthropic. Her departure’s timing and impact are unclear.

13 Best Automated Software Testing Tools and Guides for 2027

Compare 13 resources on automated software testing, from Selenium and Playwright tutorials to AI testing and quality engineering guides.

University Of Chicago And Toyota Partner On Quantum Research For Future Mobility

A multi-year UChicago-Toyota agreement will fund quantum research into sensing, communications and materials, with up to $1 million annually from Toyota.

How Software Engineering Is Changing: A Tale Of Two Eras

Engineer Neil Kakkar says he merged 11 times as many pull requests at AI-native startup Tano as at PostHog, while describing new workflow costs.

Jill Hazelbaker Named To Head Corporate Affairs At OpenAI

OpenAI appointed Jill Hazelbaker as chief corporate affairs officer, but has not disclosed her start date, remit or reporting line.

StateBench Puts Language Models To The Test On Long-Document State Changes

StateBench tests four kinds of information updates. Hugging Face reports that harder state-tracking tasks challenge models as inputs grow longer.

AI Repairs AI: GPT-6 Astra’s Loop Fix In Another Model’s Weights

A November 2 research blog reports that GPT-6 Astra edited two Qwen3.5-0.8B layers, raising MATH-500 accuracy while many answers still looped.

Why A 1-In-5 Pass Rate Still Puts Z.ai’s Legal AI Near The Top

Z.ai’s legal model passed every rubric criterion on 19.2% of Harvey benchmark tasks, ranking seventh among 81 models on Vals AI’s leaderboard.