NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI Evaluation with Amazon Nova Rubric on SageMaker

Amazon Nova LLM-as-a-judge on Amazon SageMaker AI offers customized evaluation criteria for generative AI systems, enhancing performance comparisons. The rubric-based judge provides specific criteria for each prompt, enabling precise evaluation without manual rule creation.

Rampant Deepfake Fraud Uncovered

AI content for scams is now widespread and accessible, with tools for creating deepfake fraud becoming inexpensive and easy to deploy at scale, according to AI experts. The analysis highlights the alarming trend of tailored scams using deepfake videos of prominent figures like Swedish journalists and the president of Cyprus.

AI-Powered Marketing Image Creation

Marketing teams face challenges in the digital era, but leveraging generative AI and historical campaign data can enhance content creation, maintain brand consistency, and improve campaign performance. Integrating Amazon Bedrock, AWS Lambda, and Amazon OpenSearch Serverless can streamline image generation, optimize engagement, and drive conversions in multi-channel marketing environments.

AI Agents: Transforming Documents into Real-Time Intelligence

NVIDIA's Nemotron Labs explores how AI-powered document processing streamlines business intelligence, transforming static archives into living knowledge systems. Nemotron RAG models and Parse enable organizations to extract insights from complex documents with precision and transparency, revolutionizing workflows across industries.

MIT Alumni Honored as 2025 ACM Fellows

MIT professor Antonio Torralba named 2025 ACM Fellow for pioneering work in computer vision and AI. Torralba co-authored an 800-page textbook on computer vision and received numerous prestigious awards.