MIT's Jonathan Ragan-Kelley pioneers efficient programming languages for complex hardware, transforming photo editing and AI applications. His work focuses on optimizing programs for specialized computing units, unlocking maximum computational performance and efficiency.
Use RAGAs framework for hyperparameter optimization to enhance RAG system quality. Rigorous evaluation crucial for success, surpassing generic LLM benchmarks.
Florida resident Onur Aksoy sentenced to 78 months for $100 million counterfeit scam targeting US military, must pay $100 million restitution to Cisco. Aksoy used fake Cisco gear and packaging, operated through 19 companies and multiple online storefronts.
Head coach Jon Lewis credits AI for aiding in Ashes draw, using technology for squad decisions and team balance. London-based PSi assists in selection for England Women's team, enhancing in-game match-ups.
AI tools used by researchers in Silicon Valley deciphered an ancient papyrus revealing Plato's final resting place in Athens. The discovery sheds new light on the legendary Greek philosopher's life and legacy.
Renowned AI researcher Andrej Karpathy proposes modifying ChatGPT for space communication, sparking interest in the field. Karpathy's influential profile and innovative project "llm.c" showcase simplified LLM training processes.
MechE students showcase innovative work in robotics, bioengineering, and sustainable energy. From democratizing design with generative AI to protecting marine life and generating water from air, the future of Mechanical Engineering is limitless.
Time series regression is challenging, with various techniques available. Recent research explores using neural networks like transformers for forecasting accuracy.
OpenAI emphasizes the importance of quality data for AI models, stating access to copyrighted materials is crucial for training. Some publishers are selling data while others are restricting access, highlighting the value of news publishers' vast datasets.
TikTok and Universal Music Group resolve disputes, bringing back songs from artists like Olivia Rodrigo and Drake. Content was previously removed over issues including artist compensation and AI-generated music.
GeForce NOW adds 24 new games, including Hellblade: Senua’s Sacrifice. Stream on Steam Deck with improved support, expanding gaming possibilities.
Large language models (LLMs) are increasingly used in AI applications, but customizing responses to align with organizational values poses challenges. Techniques like reward modeling in Amazon SageMaker help tailor LLM outputs to provide unique customer experiences. Human feedback for AI models is subjective, requiring nuanced approaches to improve quality and account for diverse preferences in...
Amazon Titan Text Embeddings V2 offers improved features like multi-language support and lower pricing, making it ideal for various AI applications. Customers can now migrate to V2 for enhanced performance and cost-effectiveness in their projects.
Meta Llama 3 inference now available on AWS Trainium & AWS Inferentia in SageMaker JumpStart. Cost-effective deployment with up to 50% lower cost than comparable instances. Easier access to high-performance accelerators for real-time applications like chatbots.
MIT CSAIL researchers developed neurosymbolic framework LILO, pairing large language models with algorithmic refactoring to create abstractions for code synthesis. LILO's emphasis on natural language allows it to perform tasks requiring human-like knowledge, outperforming standalone LLMs and previous algorithms.