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Okroh Okroh. Return on Hours. We design, build, host and maintain the website, then connect the CRM, chat, payments and follow-up behind it. okroh.com

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Google has made Agent Substrate available on Google Kubernetes Engine. The open-source runtime is designed to run millio...
09/17/2026

Google has made Agent Substrate available on Google Kubernetes Engine. The open-source runtime is designed to run millions of sandboxes at 10x the density of standard container runtimes, with sub-500ms resume operations and more than 500 suspend/resume activations per second. It includes zero-trust kernel and network isolation and runs on any Kubernetes infrastructure. Those details make the release relevant to teams evaluating the operational requirements of large-scale agent ex*****on.

Google has introduced early access to the Model Context Protocol for Google Home. AI agents such as ChatGPT can use it t...
09/17/2026

Google has introduced early access to the Model Context Protocol for Google Home. AI agents such as ChatGPT can use it to control devices across the Google Home ecosystem. Users must create a Google Cloud project and provide MCP details to their chosen agent. The initial availability is limited to US subscribers of Google Home Premium Advanced, so the integration is not yet broadly available.

Anthropic is combining Claude Cowork and chat into one Claude experience. Claude Docs and Slides can now create document...
09/17/2026

Anthropic is combining Claude Cowork and chat into one Claude experience. Claude Docs and Slides can now create documents and presentations that users edit directly, present from Claude, or download as PowerPoint or PDF files. The changes are rolling out first to Pro and Max plans, with Team and Free plans following soon. The result is a more consolidated workflow for document and presentation work.

OpenAI has quietly bought Glass Imaging, a company developing smartphone cameras that use AI to produce image quality on...
09/15/2026

OpenAI has quietly bought Glass Imaging, a company developing smartphone cameras that use AI to produce image quality on par with a DSLR camera. The deal values Glass Imaging at more than $300 million. OpenAI’s plans for the company have not been disclosed. The acquisition comes as OpenAI develops a secretive device with Jony Ive, while Glass Imaging’s founders bring prior Apple camera-technology experience.

Anthropic is preparing Claude Money for personal finance. The product would let users link bank accounts and ask Claude ...
09/15/2026

Anthropic is preparing Claude Money for personal finance. The product would let users link bank accounts and ask Claude about spending, financial plans, and related questions. It appears intended to give Claude persistent access to financial context, reducing the need to upload statements or transaction exports manually. Anthropic has not yet disclosed the supported account types, data provider, actions, or launch timeframe.

Private iOS 27 and macOS frameworks indicate that Apple has built ways for Siri to work with Claude or GPT-5.6. Model De...
09/15/2026

Private iOS 27 and macOS frameworks indicate that Apple has built ways for Siri to work with Claude or GPT-5.6. Model Delegation could let Claude handle a natural-language request and then hand tasks such as Reminders or Messages back to Siri. Another path could replace Apple’s server-side Siri model while retaining Siri’s interface and voice. The hooks are not user-facing yet, so the practical rollout remains uncertain.

Google Research described ToolGrad, a way to generate tool-use training data by building a verified API chain first and ...
09/14/2026

Google Research described ToolGrad, a way to generate tool-use training data by building a verified API chain first and writing the user question afterward. It reported a 99.8% success rate across 16,000 real APIs. A Gemma 3 12B model trained on only 500 examples matched Gemini 2.5 Pro on a tool-use test involving APIs it had not seen. The result suggests the data-generation process was central to the reported performance.

OpenAI will not go public in 2026, according to Sam Altman. He said current AI safety concerns made an IPO ill-advised. ...
09/14/2026

OpenAI will not go public in 2026, according to Sam Altman. He said current AI safety concerns made an IPO ill-advised. The company had previously filed confidentially, and it was reportedly considering a 2027 listing instead. That leaves the later date as a reported possibility, not a confirmed schedule.

Cursor has introduced Projects, a tool aimed at larger, longer-running bodies of work. It can maintain context over mont...
09/14/2026

Cursor has introduced Projects, a tool aimed at larger, longer-running bodies of work. It can maintain context over months, delegate tasks to thousands of agents, and perform recurring work without being prompted. Cursor says the tool has been a substantial productivity multiplier internally, with new users merging 30% more PRs. The reported result gives the launch a concrete business measure, though it comes from Cursor.

Research examined whether scaling web-video pre-training helps robots do real work. It found that larger video models an...
09/11/2026

Research examined whether scaling web-video pre-training helps robots do real work. It found that larger video models and more pre-training compute improved performance in Direct Video-Action models, with gains associated with better predictions of held-out web videos. Larger models excelled at tasks including complex industrial unpacking. The study also reported that pre-training quality, measured via DINO FD, predicts downstream robot efficiency.

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