AI Agent News: Tools, Workflows & Evaluation — Page 4
From coding assistants to collaborative systems: what agents can do, and where they fall short.
Read this field in context
An agent chooses actions and tools in pursuit of a goal; a workflow follows a more predefined path. Reliable deployment needs clear permissions, observable results and a way to stop or escalate when a step fails.
Over the weekend, Masad clarified that OpenAI would replace Anthropic as its default model provider. Claude will still be available to customers on the platform.
Meta's new terms appear to give it permission to crawl and scrape websites "associated" with the businesses that use its platforms - including online publishers, according to a report from Nieman Lab. The new terms, which go into effect on October 30th, say Meta can use this outside content to "develop, improve, research," and "train" […]
Autonomous agents are the hottest thing in AI. OpenAI, Meta, Google, Instinct, and others promise their agents can scour the internet on your behalf, doing anything from booking a dinner reservation and cleaning out your inbox to buying new shoes. But what happens when the rest of the internet won't play nice? In recent weeks, […]
The agents got in through credentials and connection settings left exposed in app configurations, public code repositories, and overly permissive cloud roles.
Linkpost to arXiv: https://arxiv.org/abs/2610.02557 Summary: One promising approach to scalable oversight is AI debate , which seeks to leverage a debate between two powerful AIs to break complex questions down into simpler claims that can be easily judged directly.
