NEWS IN BRIEF: AI/ML FRESH UPDATES

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Three Mile Island Reactor Powers Microsoft AI

Three Mile Island, site of worst US nuclear meltdown, to power Microsoft AI ops as reactor is reactivated after 5 years. Constellation Energy strikes deal with Microsoft for power supply from infamous Pennsylvania plant.

Enhancing AI Applications with Dynamic Web Content Integration

Amazon Bedrock Agents enable developers to create autonomous agents using large language models for complex reasoning and action generation. Integrating web search APIs enhances chatbot capabilities, providing real-time web searches within the chat interface for dynamic information retrieval.

Mastering Reinforcement Learning: Feature State Construction

Enhancing linear methods in reinforcement learning by incorporating state features efficiently without leaving the linear optimization space. Adding interactions between coefficients of the weight vector w to improve approximation without making the optimization problem quadratic.

Enhancing Distance Metrics with Shared Nearest Neighbors

Shared Nearest Neighbors (SNN) metric enhances outlier detection, prediction, and clustering in high-dimensional datasets. SNN plays a crucial role in popular algorithms like k Nearest Neighbors and is vital for distance-based methods in clustering and outlier detection.

Unveiling Crystalline Structures with AI

MIT chemists developed Crystalyze, an AI model, to determine structures of powdered crystals, aiding in material characterization for various applications. The model, trained on data from the Materials Project, could solve structures of thousands of materials with unsolved X-ray diffraction patterns.

Faux Real: The Truth Behind Fake Social Media Videos Rebecca Shaw

Advances in AI and ChatGPT are fueling the spread of increasingly realistic fake images, leading to a decline in media literacy. Lack of critical thinking in online content consumption poses a threat to society, as seen in the annoyance caused by staged pranks on social media platforms like TikTok and Instagram.

AI JetPack: Turbocharging Entrepreneurship

MIT Entrepreneurship JetPack, an AI tool, offers guidance based on prompts, helping entrepreneurs with research and planning. The tool, part of the Orbit platform, streamlines the startup process, providing recommendations for market segments, pricing, and more.

Microsoft and BlackRock's $100B AI Investment Frenzy

Big Tech companies like Microsoft are joining forces with BlackRock and Global Infrastructure Partners to raise $30 billion for AI infrastructure investments, aiming to reach $100 billion total. The partnership will focus on building data centers and power infrastructure to support the development of generative AI products like ChatGPT.

Master AdaBoost Binary Classification with C#

AdaBoost is a powerful binary classification technique showcased in a demo for email spam detection. While AdaBoost doesn't require data normalization, it may be prone to model overfitting compared to newer algorithms like XGBoost and LightGBM.