NEWS IN BRIEF: AI/ML FRESH UPDATES

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Data Science Talent Networking

MIT professor Devavrat Shah emphasizes the importance of foundational math skills in utilizing AI tools effectively. The MicroMasters Program in Statistics and Data Science is empowering learners worldwide to grasp AI concepts and drive real-world impact.

C# Complex Numbers: A Quick Guide

C# language has a complex number type for challenging tasks like computing eigenvalues. Complex numbers are both simple and intricate, making operations like square roots tricky.

MIT's New Manufacturing Initiative

MIT has launched the Initiative for New Manufacturing to revolutionize U. S. industrial production with advanced technologies and partnerships. The initiative aims to create high-quality, human-centered manufacturing jobs and has already gained support from industry leaders like Amgen, GE Vernova, and Siemens.

Safe Cloud Gaming with GuardianGamer & AWS

GuardianGamer, a cloud gaming platform, uses AWS services to help parents monitor children's online gaming in a non-intrusive way. It offers insights into gaming activities and social interactions, creating a safe and engaging gaming environment for families.

Amazon Enhances Data Automation for Video and Audio Analysis

Amazon Bedrock Data Automation streamlines development by providing custom insights from video and audio, boosting efficiency and eliminating heavy lifting. Air, a software product, utilizes Amazon Bedrock Data Automation for video analysis, managing content for global brands like Google and P&G.

Public Ownership of AI Language Models

Prof Dr Matteo Valleriani emphasizes the need for open-access LLMs driven by ethics, not profit, in historical research. Private companies' goals often conflict with historical scholarship values like transparency and accessibility.

The Rise of Facial ID in Policing

Live facial recognition cameras may become 'commonplace' in England and Wales, despite dystopian fears. Croydon's North End could host the UK's first fixed cameras, using biometric data to trigger alerts and potential arrests.

Boosting Voice Virtual Assistant Performance with Genesys and Amazon

Principal Financial Group® enhanced their customer call experience by implementing a cloud-first approach with Amazon Lex and Genesys Cloud. The integration allowed for personalized customer interactions and improved overall customer experiences through natural language understanding and intelligent routing.

Mastering the Art of Predicting Rare Failures

Southwest Airlines faced a $750 million loss after a 10-day crisis that stranded 2 million passengers due to a cascading failure triggered by winter weather. MIT researchers developed a computational system to pinpoint root causes of rare failures in complex systems, presented at ICLR.

AI unlocks the link between vision and sound

Researchers from MIT improve AI model's ability to learn like humans, connecting audio and visual data without human labels. Method enhances accuracy in video retrieval tasks and action classification in audiovisual scenes, opening new applications.

Enhancing Query Responses with Amazon Bedrock Embedding

Amazon Bedrock, Titan Text Embeddings v2, and few-shot prompting improve AI response quality, enhancing user satisfaction significantly. The system uses user feedback and prompting to optimize responses, achieving a 3.67% increase in user satisfaction scores.