Generative AI transforms healthcare data analysis at MSD, enabling fast, accurate SQL query generation from natural language. Collaboration with AWS GenAIIC streamlines data extraction, empowering users to make data-driven decisions efficiently.
Large AI models are costly to use and train, leading to a focus on quantization to reduce model size while maintaining accuracy. Two key approaches discussed are post-training quantization (PTQ) and Quantization Aware Training (QAT), each with its own techniques for minimizing accuracy loss.
Researchers and developers are using AI and NVIDIA ALCHEMI NIM microservice to accelerate the discovery of novel materials for energy storage and environmental challenges, reducing costs and time significantly. SES AI is leveraging this technology to speed up the identification of electrolyte materials for lithium-metal batteries, showing promising results for accelerating innovation in materia...
AI consciousness predicted by 2035, leading to social ruptures, says philosopher Jonathan Birch. Governments meet in San Francisco to address AI risks.
Steven Johnson, known for researching software, collaborated with Google Labs to create NotebookLM, an AI-powered note-taking tool. NotebookLM helps organize, summarize, and answer questions about information, aiming to enhance understanding and streamline the creative process.
RAG systems rely on retrieval over generation for magical AI interactions. The key lies in providing AI with pre-processed answers for accurate responses.
Qwen2-Audio transcribes audio files into sheet music using deep learning. Magenta's transformer model achieves great results in music transcription.
Mathematics in modern machine learning is evolving. Shift towards scale broadens scope of applicable mathematical fields, impacting design choices.
MIT students Yiming Chen ’24 and Wilhem Hector named 2025 Rhodes Scholars for pioneering work in AI safety and becoming first Haitian citizen to receive the prestigious scholarship. Supported by MIT faculty and committees, they will pursue postgraduate studies at Oxford University.
Current cross-validation diagrams using moving boxes can be misleading. A new approach is needed to better explain the concept.
Elon Musk accuses Microsoft and OpenAI of monopolizing AI market in lawsuit expansion. Allegations filed in federal court.
Companies are scraping personal data to train AI systems without consent. The tech industry is hungry for data to power advanced AI technologies.
Generative AI advances offer transformative innovation but pose challenges. AWS emphasizes responsible AI development, focusing on dimensions like fairness and safety, with tools like Amazon Bedrock Guardrails to ensure secure and reliable AI applications.
MIT Energy Initiative director William H. Green emphasizes the urgent need for decarbonization amid global challenges. Conference highlights consensus-building, social barriers, and the critical role of universities in resolving conflicts for a durable energy transition.
Implementing k-NN regression in C# for predicting income from demographic data. Encoding, normalizing, and testing accuracy with different k values.