OpenAI Dots: What the Always-On Agents Can Read, Do and Ask You to Approve
OpenAI dots can research connected apps in the background and carry out approved work. This guide separates read-only activity, actions, account access and rollout…
Author: Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media, and ways real people make money with this stuff. No press-release fluff. 20+ years shipping digital products; you'll also find my work around HowTik, Yumasty, and IncomeHelpful.
GPT-6.1 Sol: API Pricing, Long-Context Costs and a Migration Test
GPT-6.1 Sol is in the API, ChatGPT Work and Codex, but not Chat. Here is what its token rates mean for cached and long-context…
Google Arts & Culture Adds Conversational Search and AI Experiences
Google redesigned Arts & Culture around visual, conversational discovery, with two new AI experiments and 27 added City Guide destinations.
Holo4 Computer-Use Models: What Is Open, What Works, and What to Test
H Company released Holo4 models for GUI, code and API work. The 27B checkpoint is downloadable, but its license and benchmark caveats matter.
Claude Sonnet 5.5 Arrives in Copilot: Price, Speed and Migration Guide
Anthropic has launched Sonnet 5.5 at Sonnet 5's token rates. GitHub Copilot is adding it too. Compare the real costs, rollout limits and migration…
ChatGPT Health Adds Personalized Summaries for Selected Records and Charts
ChatGPT Health can now explain a selected chart, metric or record without a typed prompt. See who can use it and why source and…
Strands Harness: Test Its Agent Defaults and 28% Token-Cost Claim
Strands released an open-source agent harness with context, tools and sessions. Here is how to test its company-reported 28% token-cost saving.
Meta Enterprise Platform: What Is New and What Already Exists
Meta's new enterprise initiative names Muse, Business Agent, an API and Muse Code. Several products already existed; the platform's combined terms remain unclear.
Google Earth Engine Ask Adds Gemini to the Code Editor: What Analysts Must Check
Earth Engine Ask can draft and debug geospatial JavaScript inside the editor. Learn how its context, diff, search modes and API-key costs work.
Google Cloud API Keys MCP Server: The Permission Boundary Around Secret Keys
Google Cloud's preview MCP server can inspect, create, change and retrieve API keys. Separate metadata from secrets and require approval for sensitive calls.
Cursor Rollouts and Security Review Add Checks Before and After Deployment
Cursor Rollouts monitors changes by environment, while Security Review flags plausible exploit paths on nondraft pull requests.
Microsoft Copilot Home, Code and Autopilot: Rollout, Controls and Cost
Copilot Home, Code and Autopilot are different work modes with different rollout stages, permission boundaries and usage-based costs.