NEWS IN BRIEF: AI/ML FRESH UPDATES

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Supercharge Your Models: The Power of Ensembling

Bagging and boosting are essential ensemble techniques in machine learning, improving model stability and reducing bias in weak learners. Ensembling combines predictions from multiple models to create powerful models, with bagging reducing variance and boosting iteratively improving on errors.

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.

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.

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.

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.

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.

Defending Amazon Bedrock Agents from Prompt Injections

Amazon Bedrock offers security controls against indirect prompt injections, safeguarding AI interactions. Indirect prompt injections can lead to data exfiltration, misinformation, and system manipulation. Understanding and mitigating these challenges are crucial for maintaining security and trust in AI systems.