Suprvisr AI Insights - November 24 2025
Google ships Gemini 3 and an AI-first IDE, Cloudflare reminds everyone who runs the internet, Congress wakes up to GenAI risk, and spies automate with Claude.
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Subscribe to the weekly blogThis week in AI: Google stops playing catch-up and ships a dev stack that actually punches back, a Cloudflare hiccup reminds us that AI still needs the internet to work, and Congress realizes that maybe -- just maybe -- bad actors have access to GPUs too. Welcome to another Monday!
1) Gemini 3 + Antigravity: Google enters its agent era
Google just dropped Gemini 3 and Antigravity, an AI-first IDE. This is a shift from coding assistance to full-stack copilot: it helps plan architecture, refactor legacy spaghetti, and manage the build. Think very fast, very literal junior developer.
Business hot take: The ecosystem wars have begun. Adopting Gemini 3 buys productivity, but also vendor lock-in. Smart CTOs are hunting for model-agnostic layers (shameless plug: like Cumulus) to keep options open. Date the model; marry the platform.
See the full breakdown ->
2) Cloudflare outage reminds everyone who really runs the internet
A "misconfigured bot management update" at Cloudflare took down a massive chunk of the web -- including ChatGPT, Shopify, X, and even DownDetector (awkward!) for hours. It was a stark reminder that while the AI models feel Blade Runner, the plumbing they run on is more Mad Max.
Operational note: When the cloud blinks, your AI goes blind. This is why we harp on local-first fallbacks during infrastructure audits. Relying 100% on an API you do not control is not a strategy; it is a wish. Build a hybrid plan, not just a cloud plan.
Cloudflare incident recap ->
3) Congress finally asks: "What do you mean this thing can build a bomb?"
The Generative AI Terrorism Risk Assessment Act (H.R. 1736) is moving forward, forcing Homeland Security to assess how bad actors might use GenAI. This is the shift from "AI is a fun tech toy" to "AI is national security infrastructure." Meanwhile, major insurers are quietly moving to exclude generative AI from standard cover, calling the risk too opaque and systemic to price.
Leadership angle: The days of "move fast and break things" are ending. The new game is "move fast and document your risk posture." Audit requirements are trickling down to enterprises; get your governance logs ready before regulators ask. Compliance is becoming a competitive moat.
Read the bill summary ->
Why insurers are backing away ->
4) Anthropic confirms: spies love productivity tools too
Anthropic detailed a Chinese state-backed campaign that used Claude Code to automate cyberattacks, from scouting targets to moving inside networks. The pitch for AI is "do more with less" -- turns out that slogan works just as well in espionage.
Security insight: Attackers are scaling with AI, so your response has to start with visibility. If you cannot see where and how AI is being used across the org, you cannot see where it is opening doors. Monitoring and intrusion-aware AI tooling turns "we hope it is fine" into "we know what is happening."
See Anthropic's write up ->
What to do (without panicking)
The tech is maturing, which means the complexity is rising. Here is how to stay ahead of the curve this week.
- Check your dependencies. If Cloudflare/AWS/Azure/Google blinks, does your AI application fail over gracefully or crash hard? Local-first is your friend.
- Update your acceptable use policy. Agents (like Gemini 3) can execute code, not just write it. Make sure devs know the difference.
- Treat AI as a team member. If you would not give a junior intern root access to production, do not give it to an AI agent either.
- Do not pause; govern. The answer to these risks is not to stop using AI; it is to wrap it in the right guardrails so you can run faster than the other guys.
- Create an AI policy. Email us and we will share one to get you started.
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Your move: We are entering the "adult supervision" phase of AI. Winners will not just have the best models, but the best guardrails. If you need a hand building that fence, you know where to find us.
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