NEWS IN BRIEF: AI/ML FRESH UPDATES

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Maximize LLM Precision with EoRA

Quantization reduces memory usage in large language models by converting parameters to lower-precision formats. EoRA improves 2-bit quantization accuracy, making models up to 5.5x smaller while maintaining performance.

Demystifying the Parquet File Format

Apache Parquet is a game-changer in data storage, offering data compression, columnar storage, language flexibility, open-source format, and support for complex data types. Unlike traditional row-based storage, Parquet's column-based approach allows for faster data read operations, optimizing analytics workloads.

HyperPod recipes for customizing DeepSeek-R1 671b model

DeepSeek AI's DeepSeek-R1 model with 671 billion parameters showcases strong few-shot learning capabilities, prompting customization for various business applications. SageMaker HyperPod recipes streamline the fine-tuning process, offering optimized solutions for organizations seeking to enhance model performance and adaptability.

GOP Pushes for 10-Year Ban on State AI Regulations

US Republicans seek to block state laws regulating AI for 10 years in budget bill, aiming to prevent guardrails on automated decision-making systems. Proposed provision in House bill would restrict any state or local regulation of AI models or systems unless to facilitate deployment.

AI learns to talk like humans

Study finds AI agents can develop human-like social norms when communicating in groups, like humans. Research by City St George’s, University of London and IT University of Copenhagen.

MIT's New Center on Inequality & Future of Work

MIT's Shaping the Future of Work Initiative evolves into the James M. and Cathleen D. Stone Center on Inequality, focusing on wealth distribution and technology's impact on the workforce. Led by prominent scholars, the center aims to advance research, inform policymakers, and engage the public on critical economic issues.

Discover Your True Age with FaceAge AI

New technology FaceAge.Age uses selfies to scientifically assess aging, promising a simple way to track changes over time. This innovative approach could revolutionize how we monitor our aging process.

AI Voices Revolutionize Audiobooks

Audible, an Amazon brand, will introduce over 100 AI-generated voices for audiobooks in multiple languages. AI technology will be used for narration, with translation capabilities to come, offered to select publishers.