Entrepreneur contributor analysis finds that AI search visibility platforms don't actually capture the full stream of questions buyers ask AI assistants. Instead, vendors like Otterly and Ahrefs generate estimated question sets using tools such as Search Console data and keyword expansion, then present results as if they reflect real buyer behavior. The Interactive Advertising Bureau's 2026 guidance confirms that over 20 vendors use inconsistent measurement methods for AI visibility.
Comments from OpenAI's Sam Altman and Anthropic's Dario Amodei acknowledging risks of losing control over advanced AI have gone viral online. The renewed attention followed a viral post from a former employee of both companies, Jacob Coxon, who said he left the industry because neither firm was acting responsibly, with his thread drawing over 171 million views.
Sakana AI researchers Jeffrey Seely and Julian Gould introduced PC-ALM (Augmented Lagrangian Predictive Coding), a training method that replaces backpropagation's forward and backward passes with local feedback control dynamics running between neighboring layers. The team reports it successfully trains residual MLPs as deep as 1000 layers, reaching performance close to standard backpropagation while relying only on layer-local computation.
USB-C video capability depends on DisplayPort Alternate Mode, a feature that lets a single cable carry both data and display signals, but it requires the device, cable, and monitor to all support it. Older USB 3.1/3.2 devices may or may not include this support depending on the manufacturer, while USB4 and all Thunderbolt 3-5 connections guarantee it.
Valve has opened reservations for its standalone Steam Frame VR headset, priced at $1,059 for 256GB storage or $1,299 for 1TB, with sign-ups closing September 17 and invitations sent starting September 18. Every unit includes two controllers, a 6GHz wireless adapter, and a native Arm64 rebuild of Half-Life: Alyx that runs directly on the device.
Photon Studio is a newly available desktop image editor that supports layers, masks, adjustment layers, smart objects, and native PSD file compatibility. It performs all processing locally, including AI-driven subject selection and background removal, and is currently free with no paywalled features.
Valve has released the Steam Frame, a standalone VR headset built specifically for playing games rather than serving as a multipurpose productivity or mixed-reality device. Early reviews suggest the device leans into a lighter, more playful approach to virtual reality rather than chasing the enterprise and work-focused ambitions of rivals like Apple's Vision Pro.
Valve has revealed pricing for its Steam Frame VR headset: $1,059 for the 256GB model and $1,299 for the 1TB version, both including controllers and a version of Half-Life: Alyx rebuilt to run natively on the device. Optional accessories such as a charger, replacement gaskets, ergonomic straps, prescription lenses and an add-on RGB camera will also be sold separately.
Engadget's review of Valve's Steam Frame VR headset finds it capably runs a standalone version of Half-Life: Alyx along with older VR titles like Beat Saber and Superhot, loading faster than Meta's Quest 3. The headset also supports newer SteamVR games, 2D Steam titles, and wireless PC streaming, positioning it as a broader 'Steam Machine' for the face rather than a pure standalone device.
Waymo has started letting select members of the public hail rides from its self-driving fleet in Las Vegas, weeks after Nevada regulators granted final approval. The service launches with dozens of its new Ojai minivans covering part of the Strip and Boulder Junction, with riders needing an access code before wider rollout in coming months.
Realtor.com's annual analysis has identified a specific seven-day window this fall as the optimal time to purchase a home in 2026, based on a combination of pricing, available inventory, and buyer competition. The report suggests this window, while not the year's peak buying season, offers a rare mix of lower prices and less crowded conditions.
The 41mm LTE version of Google's Pixel Watch 4 is now selling for $329.99, a $120 discount from its usual price and the lowest price recorded since launch. The smartwatch runs Wear OS with Fitbit health tracking and supports cellular connectivity for calls without a paired phone nearby.
GoKawiil