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Models moved into work surfaces while APIs added state, batching, caching, and cost control.
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The week’s pattern is AI leaving chat and entering the OS, browser, spreadsheets, communications, private data, and vertical workspaces, while API layers add state, batch, cache, files, tools, and admin control. Operator move: map each workflow by surface, state, connector, and cost path, then place agents where the work already happens instead of routing work back to chat.
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See what Nova3 builds →Related updates
- Jul 27, 2026Frontier vendors expanded runtime surfaces while removing public plan and model-routing signals.
- Jul 26, 2026OpenAI updated GPT-5.5 Instant to improve conversational quality in decision, advice, planning, research, and shopping tasks.
- Jul 25, 2026Enterprise and Edu users can find skills under Plugins, on the Skills tab in the Plugin Directory.
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