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 …

Researchers tested AI against 100,000 humans on creativity

A massive new study comparing more than 100,000 people with today’s most advanced AI systems delivers a surprising result: generative AI can now beat the average human on certain creativity tests. Models like GPT-4 showed strong performance on tasks designed to measure original thinking and idea generation, sometimes outperforming typical human responses. But there’s a …

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Arcane – Flux.2 Klein 9b style LORA (T2I and edit examples)

Hi, I’m Dever and I like training style LORAs, you can download the LORA from Huggingface (other style LORAs based on popular TV series but for Z-image here). Use with Flux.2 Klein 9b distilled, works as T2I (trained on 9b base as text to image) but also with editing. I’ve added some labels to the …