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Tag: use cases

  • Cloud Blog: Building on the bananas momentum of generative media models on Google Cloud

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    Kurt Seifried
    in

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/building-momentum-for-gen-media-including-nano-banana-/ Source: Cloud Blog Title: Building on the bananas momentum of generative media models on Google Cloud Feedly Summary: It’s been exciting to see the capabilities of Nano Banana, our latest image editing model available in Gemini 2.5 Flash Image, go viral. And with transformative workflows like these, it is easy to see…

  • Cloud Blog: Announcing Claude Sonnet 4.5 on Vertex AI

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-claude-sonnet-4-5-on-vertex-ai/ Source: Cloud Blog Title: Announcing Claude Sonnet 4.5 on Vertex AI Feedly Summary: Today, we’re announcing the general availability of Claude Sonnet 4.5, Anthropic’s most intelligent model and its best-performing model for complex agents, coding, and computer use, on Vertex AI.Claude Sonnet 4.5 is built to work independently for hours, maintaining clarity…

  • Tomasz Tunguz: Modernizing Agent Tools with Google ADK Patterns: 60% Token Reduction & Enterprise Safety

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    Kurt Seifried
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    Source URL: https://www.tomtunguz.com/modernizing-agent-tools-with-google-adk-patterns/ Source: Tomasz Tunguz Title: Modernizing Agent Tools with Google ADK Patterns: 60% Token Reduction & Enterprise Safety Feedly Summary: I recently discovered Google’s Agent Development Kit (ADK) and its architectural patterns for building LLM-powered applications. While ADK is a Python framework, its core design principles proved transformative when applied to my existing…

  • Cloud Blog: GPUs when you need them: Introducing Flex-start VMs

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/compute/introducing-flex-start-vms-for-the-compute-engine-instance-api/ Source: Cloud Blog Title: GPUs when you need them: Introducing Flex-start VMs Feedly Summary: Innovating with AI requires accelerators such as GPUs that can be hard to come by in times of extreme demand. To address this challenge, we offer Dynamic Workload Scheduler (DWS), a service that optimizes access to compute resources…

  • Cloud Blog: The new data scientist: From analyst to agentic architect

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/data-analytics/enabling-data-scientists-to-become-agentic-architects/ Source: Cloud Blog Title: The new data scientist: From analyst to agentic architect Feedly Summary: The role of the data scientist is rapidly transforming. For the past decade, their mission has centered on analyzing the past to run predictive models that informed business decisions. Today, that is no longer enough. The market…

  • Simon Willison’s Weblog: GPT-5-Codex

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Sep/23/gpt-5-codex/#atom-everything Source: Simon Willison’s Weblog Title: GPT-5-Codex Feedly Summary: GPT-5-Codex OpenAI half-relased this model earlier this month, adding it to their Codex CLI tool but not their API. Today they’ve fixed that – the new model can now be accessed as gpt-5-codex. It’s priced the same as regular GPT-5: $1.25/million input tokens, $10/million…

  • The Register: AI gone rogue: Models may try to stop people from shutting them down, Google warns

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/09/22/google_ai_misalignment_risk/ Source: The Register Title: AI gone rogue: Models may try to stop people from shutting them down, Google warns Feedly Summary: Misalignment risk? That’s an area for future study Google DeepMind added a new AI threat scenario – one where a model might try to prevent its operators from modifying it or…

  • Cloud Blog: 5 best practices for Managed Lustre on Google Kubernetes Engine

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/gke-managed-lustre-csi-driver-for-aiml-and-hpc-workloads/ Source: Cloud Blog Title: 5 best practices for Managed Lustre on Google Kubernetes Engine Feedly Summary: Google Kubernetes Engine (GKE) is a powerful platform for orchestrating scalable AI and high-performance computing (HPC) workloads. But as clusters grow and jobs become more data-intensive, storage I/O can become a bottleneck. Your powerful GPUs and…