When a worker thread completes a task, it doesn't return a sprawling transcript of every failed attempt; it returns a compressed summary of the successful tool calls and conclusions.

Large Language Models (LLMs) have transformed natural language processing, but their limitations, such as fixed training data and lack of real-time updates, pose challenges for certain applications.

GPT-5.4 expands the context window to 1 million tokens; the larger limit supports longer coding and research sessions.

Anthropic is making its boldest enterprise push yet with Claude Cowork, rolling out private plug-in marketplaces, deep integrations, and AI agent tools that are reshaping corporate adoption and ...