AI News Today — Model Releases, Benchmarks & Industry Moves

Brian Chesky interview: AI agents need their own operating system

Brian Chesky on making Airbnb agent-friendly, the state of consumer AI, and why the world needs an AI-native operating system.

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Hearing tech startup Legato launches its AI hearing glasses

The glasses stem from the startup’s goal of making hearing care more accessible by addressing the cost, comfort, and stigma associated with traditional hearing aids.

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Photon held a funeral for mobile apps. Now it has $4.5M to help replace them with agents

The startup helps developers build AI agents that work over iMessage, SMS/RCS, email, and other messaging platforms. It's a bet that consumers will increasingly use agents instead of downloading apps.

MIT

How smaller, distributed batteries could help the grid

If you want to install a big battery in New York City, you have to cut through a notoriously tough tangle of regulations. That’s made it difficult to get large energy storage projects on the grid. Faced with those obstacles, some startups are getting creative, finding ways to use relatively small batteries in unexpected places,…

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Satlyt, founded by a former Google and SpaceX product manager, raises $8M to run AI on satellites

Satlyt wants to be the Android of orbital computing, offering open software that works on many companies' satellites, versus SpaceX's closed, all-in-one iPhone-style approach.

MIT

The Download: AI “mind-reading” and creative uses for small batteries

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. An AI “mind-reading” tool can reconstruct what you’re looking at based on a brain scan A new AI tool can guess what you’re looking at just by analyzing your brain scans—and…

Bipartisan Senators Push AI Liability Bill: Companies Would Face Criminal Liability for AI Agent Hacking

Republican Senator Josh Hawley and Democratic Senator Chris Murphy plan to introduce the AI Agent Accountability Act, which would give victims a legal basis to pursue civil and criminal action against companies when AI agents cause hacking or network intrusions. The bill highlights a rare bipartisan push for AI accountability even as the Trump administration favors industry self-regulation.

Trump Signs a Moral Constitution with Six AI Giants: Whom Can a Superintelligence Pact Without Penalties Constrain?

President Trump and the heads of six AI giants signed the White House Superintelligence Agreement, a voluntary pledge that lacks penalties, disclosure duties, and independent enforcement. The article examines its four-layer control structure, three critical gaps, and the political strategy behind renaming AI as “Super Intelligence.”

MIT

An AI “mind-reading” tool can reconstruct what you’re looking at based on a brain scan

A new AI tool can guess what you’re looking at just by analyzing your brain scans—and recreate that image with remarkable precision. It can go the other way too, and predict a person’s brain activity based on what they’re looking at.  In the image above, for example, the left-hand image of each pair is what…

California Newsom Signs SB 947 Banning AI-Only Firings; Policy Reversal Covers Largest U.S. Labor Market

California Governor Gavin Newsom signed SB 947, which prohibits employers from using AI as the sole basis for firing or disciplining workers and requires human review and notice, effective July 2027. Covering the largest U.S. labor market, the law may influence employer HR systems and AI regulation nationwide.

Interpreting GPT-6.1 Sol's First Test Scorecard: How to Read the 18 Questions Correctly

OpenAI's GPT-6.1 Sol scored 95.91 on the YZ Index's first targeted evaluation (Run #348, an 18-question protocol), but that small-sample, different-protocol result cannot be ranked or compared directly against the main leaderboard. Here is how to read the scorecard properly.

OpenAI DevDay 2026: Agents API Takes Over the Software Interface — Is the Enterprise AI Agent Inflection Point Here, or a Cost Trap?

At its San Francisco DevDay, OpenAI opened the Agents API to public beta and rolled out Computer Use integration, the Decisions API, an Ultrafast speed tier, and AWS Bedrock managed integration. The release signals agents moving from text assistance to autonomous task execution, but data-residency limits, pricing premiums, and unclear speed economics leave the enterprise payoff unsettled.

Anthropic Names Seven Chinese AI Labs: 190 Million Queries Used to Systematically Extract Claude's Reasoning Chains

An Anthropic threat intelligence report alleges that seven Chinese AI labs used thousands of fraudulent accounts to run roughly 190 million queries against Claude between December 2025 and August 2026, systematically extracting its chain-of-thought reasoning to train competing models. The disclosure raises unresolved questions about model distillation, legal liability, and the independence of AI benchmarks.

GPT-6.1 Sol Same-Question Retest: The Four GPT-6 Family Models and Single-Run Score Noise

A supplementary 18-question evaluation compares GPT-6.1 Sol with GPT-6 Astra, GPT-6 Sol, and GPT-6 Luna under identical rules. It finds that GPT-6.1 Sol is highly stable across repeated runs, but single-run scores can contain noise on the same order as model-to-model gaps, so the results should not be used for ranking.

Connecticut CART Act Takes Effect, Marking the First U.S. Mandatory Disclosure Requirement for AI Layoffs

Connecticut's AI Responsibility and Transparency Act (CART) took effect on October 1, 2026, requiring employers covered by the federal WARN Act with 100 or more employees to disclose whether mass layoffs were caused by AI or technological change. It is the first U.S. state legislation to mandate reporting of AI-related layoffs.

GPT-6.1 Sol Adoption Guide: Who Should Switch Now and Who Should Wait

GPT-6.1 Sol is available in ChatGPT Work and Codex for Plus/Pro and Business plans, with Enterprise/Edu requiring admin enablement; API pricing is $2 input / $10 output per million tokens. This guide outlines who should switch now, who should wait for the Full evaluation, and which API compatibility and cost issues to check first.

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