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"The best way to predict the future is to invent it." In a deep dive with VP, Google & GM, Google Research @ymatias on The Google Research Podcast, @sineadbovell explored how AI is transforming science & interfaces: 🔹 Ambient AI & GenUI: Interfaces that adapt in real time to how you think and learn. 🔹 Virtual Labs: Tools like AI Co-Scientist turning multi-year hypothesis generation into 3-day sprints. 🔹 Scientist as Architect: AI gives every student & researcher the resources they need to focus on asking better questions and exercising critical judgment. AI isn't replacing the researcher — it's an amplifier for human curiosity and judgment. 🔬⚡ 👉 Tune in to our pilot episode to hear the full conversation:

Train past the frontier. @tryheidi's ambient scribe drafts a clinical note the clinician has to trust enough to sign. They fine-tuned open models on Fireworks whose notes their clinicians preferred over Gemini’s in side-by-side reviews, at 3.5x lower latency.  Build your own frontier:

Letting an agent touch your machine is usually all or nothing. Ambient Desktop takes the four risky parts, browser page, scraper, package, MCP server and runs them in a sealed box that has no route to your files.