NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI-driven CR Risk Data Generation with Amazon Bedrock LLMs

Data-driven applications benefit from generative AI models like large language models (LLMs), which can create synthetic data across various media formats and business domains. ABC Bank uses advanced RAG with LLMs to assess counterparty risk in OTC derivatives, addressing challenges in data bias and model accuracy.

Mastering Node.js APIs with LLM-Powered Boilerplates

LLM Codegen enhances Node.js API boilerplate with automatic module code generation based on text descriptions, including E2E tests and database migrations. The generated code follows vertical slicing architecture principles, ensuring clean and maintainable code with valid E2E tests.

Conda Hard Drive Disaster

Anaconda environments can take up a lot of storage space, but techniques like cache cleaning and archiving can help reclaim memory. Learn how to reduce storage footprint with these memory management tips.

Journey to Becoming a Data Scientist

Data science projects now aim for production, requiring high-quality code. UV, a modern Python projects manager, simplifies dependency management, virtual environments, and project organization, claiming to be 10-100 times faster than traditional tools.

EU's Copyright Loophole in AI Act

Architect of EU copyright law criticizes AI Act for favoring big tech over European creatives, urging legislation to address legal gap. Cultural organizations warn European Commission of draft rules undermining copyright protections, while writer highlights devastating loophole.

AI Autonomy: 27 Days of Self-Coding

27 days, 1,700+ commits, 99.9% AI-generated code: A developer's experiment with Agentic Ai tools reveals challenges and limitations in building ObjectiveScope without direct code changes. Technical constraints and integration challenges highlight the complexity of AI-driven development beyond the marketing hype.

Maximizing DAX Time Intelligence Efficiency

Dive into advanced Time Intelligence calculations in Power BI with a focus on efficiency and performance. Learn how to handle exotic scenarios like Leap years and Fiscal Week YTD using DAX functions and an extended date table.

Mastering Amazon SageMaker HyperPod Governance

Amazon launched SageMaker HyperPod on Amazon EKS, allowing efficient generative AI development with shared accelerated compute. Administrators can govern task allocation, prioritize projects, and optimize resource utilization for faster innovation.