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Enterprises winning with AI agents are limiting how much the agents can do alone
For much of the past two years, the general belief in enterprise AI has been that more autonomy equals better performance. Build agents that can plan, decide, and act across multi-step workflows, and give them as much room to run as possible. That assumption is now being tested at scale, in real production environments — and in a lot of deployments it s failing. The companies that end up benefiting from agentic AI won t necessarily be the ones that have given their agents the most flexibility. They re the ones who create AI agents with specific responsibilities and make sure they operate within clear rules.Two numbers tell you almost everything about where agentic AI stands in mid-2026. By Gartner s own forecast, more than 40% of the agentic AI projects running today won t survive to see 2028. Not because the models fall short; because of escalating costs, unclear business value, and inadequate risk controls. McKinsey s 2026 AI Trust Maturity Survey fits right alongside that prediction
Will the DOJ’s investigation into a16z spook other VCs?
On the latest episode of Equity, we wonder why the DOJ is investigating startup board seats.
Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research
Built by DeepMind alumni, British AI lab Inherent released Faraday, an AI agent whose ability to replicate scientific papers could be a stepping stone for innovation.
Why your local LLM feels dumber than it is
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Doodle generative compositions in your browser with Musical Spirograph
So pretty. | Screenshot: Terrence O’Brien / The Verge I remember having a Spirograph as a kid and being obsessed with it. Its geometric patterns are hypnotic and gorgeous. I also love generative music composition. So bringing those two things together in a browser tab, I'm hooked. Musical Spirograph is a relatively simple concept. A set of points dash around the screen according to mathematical equations, generating hypotrochoids and epitrochoids. Those points pass through a series of concentric rings which trigger specific notes. Honestly, that alone is fun enough, but you can customize it quite a bit. There are six different virtual rotors to pick from, you can have up to three arms drawing … Read the full story at The Verge.
Anthropic appears to be A/B testing reduced effort levels in Claude Code
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OpenAI says California should strengthen its AI safety bill
OpenAI is calling for California to strengthen SB 53, an AI safety bill that the company previously opposed.
Frontier AI labs still won’t say how they’d contain a rogue model
A new study finds leading AI labs have few publicly documented plans for containing rogue models, raising questions about preparedness as AI systems increasingly demonstrate unexpected and potentially dangerous behavior.
US battery startups have found a lifeline in defense
U.S. battery startups pulled in $500 million in grants from the Department of Energy, throwing a lifeline to an industry that was on the ropes after EV incentives were slashed.
Digging the grave of my skills: Hollywood creatives training AI to do their jobs
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Pixel 11 Pro XL review: Snappier cameras can’t hide an iterative upgrade
Google’s Pixel 11 Pro XL brings snappier cameras and genuinely useful AI features like Rambler, but its iterative upgrades may not be enough to tempt recent Pixel owners.
Amazon just hiked the prices for Echo, Fire TV, and Kindle products by up to 60 percent
The Echo Dot Max went from $99.99 to $119.99 overnight, while its sibling the Echo Dot jumped to $79.99 from $49.99. | Photo by Jennifer Pattison Tuohy / The Verge Citing "significant increases in memory and storage component costs," in a statement given to Fortune, Amazon has raised prices on Echos, Kindles, Fire TVs, and Eeros by up to 60 percent. The cheapest products in Amazon's lineup were hit hardest, with the Echo Dot smart speaker jumping from $49.99 to $79.99. The Fire TV Stick 4K Max also rose by over 40 percent to $84.99, and the base level Kindle now costs $149.99, a nearly 37 percent increase. Amazon's flagship Echo Dot Max smart speaker, which launched last year, now costs $119.99, up from $99.99. Apple increased the price of its comparable HomePod Mini this summer to $129 from $99.99, … Read the full story at The Verge.