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What’s new with ML infrastructure for Dataflow

The world of artificial intelligence is moving at lightning speed. At Google Cloud, we’re committed to providing best-in-class infrastructure to power your AI and ML workloads. Dataflow is a critical component of Google Cloud’s AI stack that lets you create batch and streaming pipelines that support a variety of analytics and AI use cases. We’re …

LTX-2 Image-to-Video Adapter LoRA

https://huggingface.co/MachineDelusions/LTX-2_Image2Video_Adapter_LoRa A high-rank LoRA adapter for LTX-Video 2 that substantially improves image-to-video generation quality. No complex workflows, no image preprocessing, no compression tricks — just a direct image embedding pipeline that works. What This Is Out of the box, getting LTX-2 to reliably infer motion from a single image requires heavy workflow engineering — ControlNet …

The AI Evolution of Graph Search at Netflix

The AI Evolution of Graph Search at Netflix: From Structured Queries to Natural Language By Alex Hutter and Bartosz Balukiewicz Our previous blog posts (part 1, part 2, part 3) detailed how Netflix’s Graph Search platform addresses the challenges of searching across federated data sets within Netflix’s enterprise ecosystem. Although highly scalable and easy to configure, …

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Build a serverless AI Gateway architecture with AWS AppSync Events

AWS AppSync Events can help you create more secure, scalable Websocket APIs. In addition to broadcasting real-time events to millions of Websocket subscribers, it supports a crucial user experience requirement of your AI Gateway: low-latency propagation of events from your chosen generative AI models to individual users. In this post, we discuss how to use …

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BigQuery AI supports Gemini 3.0, simplified embedding generation and new similarity function

The digital landscape is flooded with unstructured data — images, videos, audio, and documents — that often remain untapped. To help you unlock this data’s potential with minimal friction, we have integrated Gemini and other Vertex AI models directly into BigQuery, simplifying how you work with generative AI and embedding models using BigQuery SQL.New launches …

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Lazy weekend with flux2 klein edit – lighting

I put the official klein prompting guide into my llm, and told him to recommend me a set of varied prompts that are absolute best to benchmark its capabilities for lighting. Official prompting guide https://docs.bfl.ai/guides/prompting_guide_flux2_klein Lighting: The Most Important Element Lighting has the single greatest impact on [klein] output quality. Describe it like a photographer …