Even agents built on top models struggle to complete complex tasks inside a given product reliably, so teams write large numbers of evaluations by hand. CopilotKit's CLiF uses agent traces and user actions to generate skills, evals and fine-tuning data instead.
Rivian plans to bring AI agents to its vehicles. More details are expected at the company's AI & Autonomy Day event in December.
Cerebras argues that agentic workflows make speed a precondition for whole classes of AI applications. The chipmaker, which raised $5.5 billion in its May 2026 IPO, built its business on much faster processors.
ServiceNow has announced new controls for governing AI agents, along with updates to its EmployeeWorks portal. Employees will be able to build specialised assistants and automate routine tasks without coding.
XDC Network has chosen Concordium as the exclusive identity provider for XDC AI, its marketplace for agent payments. Agents will be able to prove which person or business is behind them, a question of accountability as they gain financial powers.
Google's AI-powered Universal Cart, first previewed at I/O in May, is rolling out in the US in the Gemini app and Google Search. It arrives in time for Black Friday and holiday shopping.