NEWS IN BRIEF: AI/ML FRESH UPDATES

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Lincoln Lab Technologies Shine with 2024 R&D 100 Awards

MIT Lincoln Laboratory's 2024 R&D 100 Awards recognize 15 innovative technologies, including AI-assisted brain mapping and blast exposure monitoring. These technologies showcase the lab's diverse capabilities and real-world impact, spanning from preventing human harm to advancing 3D printing and integrated circuits.

Rapid Particle Size Estimation

MIT engineers developed a machine learning-based scattered light approach for pharmaceutical manufacturing, reducing batch failures. The new open-access paper introduces a faster method for estimating powder size distribution, improving efficiency and product quality.

Revolutionizing Home Ownership with AWS

Rocket Mortgage introduces Rocket Logic – Synopsis, an AI tool powered by AWS, saving 40,000 team hours annually and increasing first-call resolutions by 10%. With a focus on self-service options and streamlined processes, Rocket aims to enhance client interactions and empower client advocates for a more satisfying overall experience.

Optimizing Traffic Lights with Amazon Rekognition

State and local agencies spend $1.23 billion annually on signalized intersections, while drivers lose $22 billion to congestion. Amazon Rekognition AI technology can reduce congestion and costs by automatically detecting objects at intersections.

AI Superintelligence: Just a Few Thousand Days Away

OpenAI CEO Sam Altman envisions a future with superintelligent AI within the next decade, accelerating human advancement. OpenAI aims to create AGI, a technology that could match human intelligence, with the potential for superintelligence to surpass human capabilities.

Surface-Level Embeddings: A Critical Look

Exploring semantic search on U.S. Presidents using language model embeddings reveals breakthroughs in understanding language models. Retrieval Augmented Generation systems utilize numerical embeddings for deeper semantic searches.

Navigating Hallucinations in Tech

AI Engineer in document automation emphasizes importance of preventing hallucinations in AI solutions to avoid costly errors. Recommends using Small Language Models for faster, more accurate results and minimizing reliance on Large Language Models.

Journey of Creation

Part 2 of the Drake Equation Series delves into the number of habitable-zone planets, estimating 10% on average. Data science and simulations ground the speculation in current research.

Cosmic Conversations

Estimating Alien Civilizations: Part 3 explores how many intelligent civilizations may have developed communication technology, with 10-20% likely to do so. Factors include surviving extinction events, prioritizing tech, and using detectable forms of communication.