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Gemini Intelligence on Android: Multi-Step Agents, Vibe Widgets, and the iOS Crossover

Gemini Intelligence brings multi-step app automation, AI dictation, and vibe-coded widgets to Samsung Galaxy S26 and Pixel 10 this summer. Inside: what it does, how it compares to iOS, and what readers can do today.

Gemini 3.1 Pro: 2M Tokens, Native Multimodal, and the Long-Context Frontier

Gemini 3.1 Pro ships with a 2-million-token context window and native multimodal reasoning across text, image, audio, and video. Here is how the architecture, pricing, and practical workflows actually shape up — and what readers can do with it today.

Close-up of a computer chip under cool studio light, dark studio background, polished silicon surface with fine die pattern visible.

Cerebras IPO at $86B: What the 168x Multiple Underwrites

Cerebras priced May 13 and closed day one at a ~168x revenue multiple. The first-day pop is the smaller story. The capex signal underneath it is the bigger one.

An infographic showing a user request routed to small, fast, and strong AI models.

Model routing is the quiet control layer behind enterprise AI

Model routing decides which AI model should answer each request. It is how enterprises cut inference cost without blindly sacrificing quality.

Close-up macro photograph of an HBM2 DRAM die on a Radeon RX Vega 64 GPU — the actual silicon that stores the bytes a model has to load and reload during inference.

What is HBM memory, and why does AI need so much of it?

HBM is the high-bandwidth memory glued to every modern AI accelerator — and the single component most likely to be the bottleneck the next time someone says 'we need more GPUs.'