NEWS IN BRIEF: AI/ML FRESH UPDATES

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AI Revolutionizing Daily Tasks for GPs

One-fifth of GPs are using AI tools like ChatGPT to assist with tasks such as writing letters for patients. Survey of 1,006 GPs reveals the use of AI chatbots like Bing AI and Google’s Gemini in clinical practice.

Empower AI Innovation with Amazon FSx and Amazon Bedrock

NetApp, Amazon FSx, and Amazon Bedrock collaborate to enhance generative AI applications on AWS by leveraging unstructured user file data securely and efficiently. The solution integrates FSx for ONTAP with Amazon OpenSearch Serverless to enrich generative AI prompts with company-specific data, ensuring data security and access control.

AI Cameras: Enforcing Good Behavior

Larry Ellison envisions AI-powered surveillance future where citizens are constantly monitored through cameras and drones to prevent crime. Oracle co-founder promotes automated oversight and alerts for police accountability through AI technology.

The Week in Venn Diagrams: AI to Cloves - A Cartoon Journey

New study reveals significant increase in sales for Company X after implementing AI-driven marketing strategies, leading to improved customer engagement and revenue growth. Company X's success highlights the importance of leveraging AI technology in today's competitive market to drive business success.

Boost RAG Efficiency with Cohere Rerank

Retrieval Augmented Generation (RAG) combines AI and NLP for accurate text generation. RAG orchestration involves document retrieval and grounded generation to improve search quality and response accuracy.

Self-Learning Models: A How-To Guide

Summary: Pseudo-labeling boosts model accuracy from 90% to 95% using unlabeled data. Case study on MNIST dataset shows effectiveness of iterative, confidence-based approach.

Collaborating for Smarter Solutions

MIT's CSAIL researchers have developed Co-LLM, an algorithm that pairs general and expert language models to improve accuracy in answering complex questions, like medical and reasoning prompts. The innovative approach allows models to collaborate organically, similar to how humans seek help from experts, leading to more efficient and accurate responses.

AI in the NHS: A Tech Upgrade Needed

Prof Sir Martin Landray criticizes NHS clinical IT as 'devastatingly user-unfriendly', hindering adoption of AI. He highlights NHS lagging behind industries like banking and entertainment in data and technology use.