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.

Unleashing AI Factories' Profit Power

AI factories are reshaping the economics of modern infrastructure by producing valuable tokens at scale. Throughput, latency, and goodput are key metrics in creating engaging user experiences and maximizing revenue potential per token.

Decoding AI Transformers: A Layman's Guide

An article on Pure AI simplifies AI Large Language Model Transformers using a factory analogy, making it accessible for non-engineers and business professionals. The analogy breaks down the process into steps like Loading Dock Input, Material Sorters, and Final Assemblers, offering a clear understanding of how Transformers work.

Socrates: AI Innovation by Qualtrics

Qualtrics pioneers Experience Management (XM) with AI, ML, and NLP capabilities, enhancing customer connections and loyalty. Qualtrics's Socrates platform, powered by Amazon SageMaker, drives innovation in experience management with advanced ML technologies.

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.

Mastering Machine Learning Math

Maths skills are crucial for research-based roles at companies like Deepmind and Google Research, while industry roles require less depth. Higher education correlates with higher earnings in machine learning.

Vxceed partners with Amazon Bedrock for secure transport operations

Vxceed integrates generative AI into its solutions, launching LimoConnectQ using Amazon Bedrock to enhance customer experiences and boost operational efficiency in secure ground transportation management. The challenge: Balancing innovation with security to meet strict regulatory requirements for government agencies and large corporations.

AI Friend: Can Zuckerberg Solve Loneliness?

Mark Zuckerberg promotes AI for friendships, envisioning a future where people befriend systems instead of humans. Online discussions about relationships with AI therapists are becoming more common, blurring the line between real and artificial connections.

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.