AI Trends — 17 September 2026

Safety evaluators move in-house at Anthropic and OpenAI

Anthropic and OpenAI both proposed embedding independent safety evaluators directly inside their AI labs this week. Anthropic CEO Dario Amodei said the company would give outside evaluators such as METR and Redwood Research unprecedented access to its systems, and OpenAI CEO Sam Altman signaled his company's commitment to a similar approach. The move raises an obvious question the industry will be watching closely: can an evaluator embedded inside a lab still act independently of it?

Anthropic merges Claude chat and Cowork into one interface

Anthropic rolled out a unified front end that brings Claude chat, Cowork, and Artifacts into a single window. The update adds dedicated tools for building presentations and documents, letting users create, edit, and present slides that can be downloaded as PDFs or PowerPoint files, closing a gap with more established productivity suites.

Google opens AI agent access to smart homes

Google launched early access to a new MCP server for Google Home, letting AI agents including Claude and ChatGPT control connected devices, review camera summaries, and pull smart home activity using natural language. It is one of the more concrete steps yet toward agents managing everyday household tasks rather than just answering questions about them.

OpenAI expands into hardware with a camera acquisition

OpenAI has reportedly acquired smartphone camera maker Glass Imaging for more than $300 million. Glass Imaging, founded by former Apple engineers, uses neural networks to help cameras overcome physical size constraints, and the deal fits a broader pattern of OpenAI building out hardware capabilities beyond its software products.

Snap bets on AI-native smart glasses

Snap unveiled new features for its $2,200 Specs smart glasses at a Los Angeles event, announcing partnerships with Amazon, Salesforce, Nvidia, and others. The company is pitching an "AI native operating system" built around users' ongoing projects, joining a growing field of hardware makers wagering that glasses are the next major AI form factor.

Funding continues to flow into AI startups

Hang Ten Systems, an AI startup founded by former Infosys CEO Vishal Sikka just four months ago, raised another $53 million in seed funding only five weeks after its initial $32 million round, bringing its total to $85 million. The pace underscores how quickly capital is still moving toward AI ventures with a credible founding team, even at the earliest stages.

Also worth watching

Robotics investors continue pouring money into "physical AI," the effort to bring large-model-style capabilities into robots, even as the hardware still struggles to translate improved physical dexterity into genuine value-creating work. Meanwhile, publishers are pushing back against AI-driven traffic losses, with Google testing a feature that lets readers flag favorite sources for more visibility in Search, Discover, and Google News.