Las Vegas lights up this week for Google Cloud Next. The event kicks off April 22 at Mandalay Bay. Thousands converge. Thomas Kurian takes the stage. Expectations run high.
Google Cloud posted the fastest growth among big three providers last quarter. Q4 2025 revenue surged 48% to $17.7 billion, per Fortune. Backlog doubled to $240 billion. AI customers snap up 1.8 times more Google products. Momentum builds. But market share lags AWS and Azure. Kurian must prove staying power.
And prove it he aims to. The opening keynote, titled “The agentic cloud,” signals the push. Agentic AI dominates sessions. Think autonomous workflows that plan, execute, reason across steps. Spotify shares its agentic app journey. NVIDIA demos Omniverse for physical AI. Fei-Fei Li tackles human bottlenecks in one talk. Bottlenecks echo everywhere—over a dozen sessions hit the theme. AI outpaces human implementation. Capability overhang, they call it.
Google faces heat. OpenAI’s Codex and Anthropic’s Claude Code grab coding headlines. Reports say Google formed a strike team for AI coding. Short-term fix: Help customers build agents. Long-term? Own the stack.
Control Plane Wars Heat Up
Analysts zero in on control planes. That’s the orchestration layer—policy, evaluations, memory, identity. Patrick Moorhead lists ten watches: Next-gen TPUs, Anthropic milestones, Fortune 500 ROI stories, Axion roadmaps. “Google does not need to prove it can build infrastructure. It needs to prove it can own the enterprise control plane for agents,” he posts on X.
John Furrier calls it bigger. Not features. An operating system for agentic enterprise. Systems of execution, where AI acts, data contextualizes, platforms orchestrate. Models commoditize. Inference cheapens. Control plane wins. Gemini shifts from model to runtime, governance hub. BigQuery becomes reasoning surface, not mere storage. Watch for cross-cloud data, knowledge graphs.
Competition sharpens. AWS Bedrock Agents lead developer pull. Microsoft Copilot embeds in workflows. Salesforce Agentforce rides CRM data. Google integrates end-to-end. Weak spot? Enterprise sales execution, Furrier notes in SiliconANGLE. Knife fight ahead.
Security evolves too. Mandiant fuels autonomous defense—constant threat hunts, auto-remediation. No more dashboards. Acting systems.
Workspace? Repositions as agent front-end. Tasks span apps. UIs fade. Agents rule.
Resilient Infrastructure for Trillion-Parameter Beasts
Scale demands resilience. Trillion-parameter models crash on tiny flaws—a 0.01% hardware blip halts thousands of GPUs. Millions lost. HyperFRAME Research spotlights systemic fixes. Self-healing control planes. Gemini predicts failures, migrates jobs. Goodput over peaks. Mean Time Between Interruptions (MTBI) as KPI. Ditch 10-20% overprovisioning buffers. Optical Circuit Switching, liquid cooling kill failure points. Details in their preview at HyperFRAME.
TPUs evolve. Split training, inference. Patrick Moorhead eyes perf claims, nodes, memory, shipping dates. Sovereign wins via Distributed Cloud. Axion chips benchmark Graviton. Intel Xeon GAs.
IDC’s Dave McCarthy flags agent identity management. Secure autonomous actors. AI Hypercomputer tackles data starvation for MoE models. Edge inference with governance.
Customers crave proof. Production multi-agent runs, not pilots. Measurable ROI. Cycle-time gains beyond Mercari, Swarovski demos.
Broader AI churn. Stanford’s 2026 Index: Top models ace tax, finance, law—60-90% accuracy. US-China gap narrows to 2.7%. Safety incidents spike to 362. Open-source booms. Fortune recaps these, tying to Google’s grounded pitch versus rivals’ messianic tones.
Capex races on. WSJ charts Microsoft, Amazon, Meta, Alphabet pours—no end soon. Amazon ups Anthropic bet to $13 billion; they pledge $100 billion AWS spend over decade, per TechCrunch. Google courts Anthropic too, on TPUs.
So Kurian keynotes tomorrow. Agents launch? Control depth? Resilience metrics? Enterprise wins? Vegas bets big. Google Cloud chases the pot. Winners own execution. Losers watch.
Fragment. Stake your claim.
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