NEWS IN BRIEF: AI/ML FRESH UPDATES

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Lack of Transparency in Language Model Datasets

Researchers from MIT and other institutions developed a tool called the Data Provenance Explorer to improve data transparency for AI models, addressing legal and ethical concerns. The tool helps practitioners select training datasets that fit their model's intended purpose, potentially enhancing AI accuracy in real-world applications.

Evolution of LLM Agents: A Guide

2024: Rise of new generation agents like MultiOn, LangGraph, and LlamaIndex Workflows. Second-gen agents offer structured paths for more powerful capabilities, moving away from the failed ReAct agents.

California's Groundbreaking AI Regulation Bill

California bill mandates AI model testing, safety protocol disclosure to prevent catastrophic risks like electric grid sabotage. Governor Gavin Newsom to decide on groundbreaking legislation by end of September, amid warnings against AI overregulation.

Revolutionizing Infodynamics

New law of infodynamics could revolutionize genomic research, evolutionary biology, and computing. SLID reveals how complex systems process information, with implications for analytical models and the evolution of viruses.