Global AI Native Industry Insights – 20260722 – Anthropic | Google | Nvidia | more
Today’s digest spotlights notable advancements from Google DeepMind and CoreWeave in the realm of AI efficiency and scalability. The overarching theme is enhancing AI capabilities and infrastructure across various platforms. Google DeepMind has rolled out several new models—Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber—focused on AI agent functionality. CoreWeave reports a significant increase in efficiency, with the NVIDIA Vera Rubin NVL72 achieving 10 times more tokens per megawatt compared to the Blackwell on DeepSeek-R1. Anthropic’s addition of the Record a Skill feature to the Claude Cowork desktop app further signifies practical improvements in AI usability. Discover more in Today’s Global AI Native Industry Insights.
1. Anthropic Adds Record a Skill Feature to Claude Cowork Desktop App
Anthropic has launched a new feature called Record a Skill within Claude Cowork, available in the Claude desktop app. Users can record their screen while performing a task and narrate their actions, and Claude will convert the recording into a reusable skill it can execute automatically in the future. The feature is accessible via the plus menu in the Claude desktop app. It is available to subscribers on Pro, Max, and Team plans.
Read more: https://x.com/i/web/status/2079595988998554047
Video Credit: NotebookLM
2. Google DeepMind Launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber for AI Agents
Google DeepMind announced three new Gemini models targeting AI agent workloads with improvements in speed, quality, and cost. Gemini 3.6 Flash uses fewer tokens than its predecessor Gemini 3.5 Flash to deliver higher-quality output at the same price point. Gemini 3.5 Flash-Lite is positioned as a fast, cost-effective model suited for everyday tasks such as document processing and agentic search. Gemini 3.5 Flash Cyber is a specialized cybersecurity model designed to detect and patch critical software vulnerabilities.
Read more: https://x.com/i/web/status/2079589698490572961
Video Credit: @GoogleDeepMind on X
3. CoreWeave Reports NVIDIA Vera Rubin NVL72 Achieves 10x More Tokens Per Megawatt vs. Blackwell on DeepSeek-R1
CoreWeave has published what it describes as the first measured performance data for the NVIDIA Vera Rubin NVL72 GPU system. The benchmark results show a 10x improvement in tokens per second per megawatt when running DeepSeek-R1, compared to the Blackwell generation. The finding highlights a significant leap in energy efficiency for large-scale AI inference workloads. NVIDIA shared these results to underscore the performance gains of the Vera Rubin architecture over its predecessor.
Read more: https://x.com/i/web/status/2079601314234032474
Video Credit: @CoreWeave on X
4. Cognition Launches Devin Outposts to Run AI Engineer on Any Machine
Cognition has announced Devin Outposts, a new capability that allows its AI software engineer Devin to run on user-owned or self-managed infrastructure. Supported environments include Mac mini devices, GPU servers, virtual machines inside private networks, and Kubernetes clusters. The feature is aimed at organizations that want to deploy Devin closer to internal services or within controlled network environments. This expands Devin’s deployment flexibility beyond Cognition’s own cloud infrastructure.
Read more: https://x.com/cognition/status/2079612226252726615
Video Credit: @cognition on X
That’s all for today’s Global AI Native Industry Insights. Join us at AI Native Foundation Membership Dashboard for the latest insights on AI Native, or follow our linkedin account at AI Native Foundation and our twitter account at AINativeF.