AI Applications

Google Cloud Network Insights: Active monitoring for cross-cloud visibility

Google Cloud has launched Cloud Network Insights in partnership with Broadcom AppNeta, a native observability tool that uses active synthetic probing to monitor network performance and digital experience across multi-cloud and hybrid environments. It integrates directly with Cloud Monitoring and Gemini Cloud Assist, helping teams pinpoint bottlenecks rapidly.

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Near-autonomous AI improves challenging Chan-Lam coupling for sulfonamides

OpenAI and Molecule.one connected GPT-5.4 to an autonomous chemistry lab to improve Chan–Lam coupling of primary sulfonamides. Across 10,080 reactions, the system identified TEMPO as an effective additive, raising yields significantly. Human chemists validated results at bench scale, confirming the AI-driven finding holds in practical workflows.

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MolmoMotion: Language-guided 3D motion forecasting from video

MolmoMotion predicts future 3D point trajectories from a single video frame, language instruction, and query points, using a class-agnostic, view-stable representation. It outperforms existing forecasting methods on a new benchmark, accelerates robot policy learning (76.3% vs 56% pick-and-place success), and improves video generation motion quality. The model, 1.16M-video dataset, and benchmark are openly released.

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Looker Dashboard Agents 预览:对话式 BI 直接嵌入仪表板

Traditional dashboards provide static views that break down when users need to ask follow-up questions or explore beyond pre-built metrics. This forces business users to either interrupt their workflow or queue requests for data analysts, creating a bottleneck in agile decision-making. Looker dashboard agents tackle this tension by embedding an intelligent conversational layer directly inside the dashboard interface, letting users ask natural-language questions without leaving the tool.

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