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Agentic Data Operations Platform (ADOP): Data engineering into hours

Data engineering teams routinely spend weeks standing up a single new data source: writing ETL, hand-writing quality checks, updating semantic models, and validating compliance. The Agentic Data Operations Platform (ADOP) on AWS is designed to significantly accelerate that timeline. It’s a reference architecture built on Amazon Bedrock and your AI coding tool of choice. Specialized …

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Cloud CISO Perspectives: Sticking to security fundamentals in the AI era

Welcome to the first Cloud CISO Perspectives for August 2026. Today, Chris Betz explains why the AI era makes it more important than ever to lean into security fundamentals. As with all Cloud CISO Perspectives, the contents of this newsletter are posted to the Google Cloud blog. If you’re reading this on the website and …

Sparse attention for H3 minimax, enjoy up to 2.5x speed up.

Added to my node pack, sparse attention SLA node for H3 Minimax. speed increase of up to 2.5x. enjoy. you can use it with whatever turbo you like, doesn’t actually require the SLA lora. if you oom, add comfykitch attention before it, they work together. you’ll get an additional 5-10% speedup. https://github.com/PlagueKind/ComfyUI-PlagueKind-Nodes credit to pl0x …

Multilingual Knowledge Transfer under Data Constraints via Lexical Interventions

Cross-lingual knowledge transfer is critical for building high-performing multilingual language models for languages with insufficient training data. When target language data is scarce, the knowledge required for many downstream tasks involving scientific reasoning, commonsense inference, and world knowledge must be acquired primarily from the high-resource language, making effective knowledge transfer essential. Existing methods for improving …

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Securing Software at the Speed of AI

Lessons from building an agentic software security strategy at Palantir Introduction Palantir’s Product Security Team began experimenting with agentic AI across a variety of security workflows over a year ago. By the time Anthropic launched Project Glasswing, we were already using an internal multi-agent review harness with AI security agents focused on different areas of security …

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Introducing cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock

This post is co-written with Chris Dickens from OpenAI. Amazon Bedrock now offers OpenAI GPT-5.6 models on Amazon Bedrock in more than 25 AWS Regions, with cross-Region inference. Three GPT-5.6 variants support cross-Region inference, Sol, Terra, and Luna, each tuned for a different balance of capability and cost. Cross-Region inference (CRIS) in Amazon Bedrock works …