Satellite density in Earth's orbit is rising, with 2,877 satellites launched in 2023, leading to new global-scale technologies. MIT ARCLab Prize for AI Innovation in Space winners announced, focusing on characterizing satellites' behavior patterns with AI.
RAG enhances large language models with external data for better context. Fine-tuning embedding models in specific domains boosts RAG accuracy.
MIT CSAIL researchers found that large language models like GPT-4 struggle with unfamiliar tasks, revealing limited generalization abilities. The study highlights the importance of enhancing AI models' adaptability for broader applications.
Amazon Bedrock's Knowledge Bases offer new features like advanced parsing to improve accuracy in RAG workflows. Parsing complex documents with FMs leads to better understanding and extraction of information, enhancing adaptability and entity extraction.
Russian disinformation about Ukrainian president's wife buying Bugatti with aid money went viral. Fake news spread on X and Google, originating from unknown French site.
AMD to acquire Finnish AI startup Silo AI for $665 million, aiming to boost AI services and compete with Nvidia. Silo's team will develop large language models, enhancing chatbots like OpenAI's ChatGPT and Google's Gemini.
Anthropic Claude on Amazon Bedrock allows fine-tuning for task-specific performance, offering advantages for enterprises seeking customized AI solutions. Fine-tuning Anthropic Claude 3 Haiku in Amazon Bedrock provides improved performance with reduced costs and latency, enabling businesses to meet specific goals efficiently.
Learn about Metadynamics and PLUMED in computational chemistry. Explore advanced sampling methods to study rare events and slow processes in molecular systems.
AI technologies are fueling a surge in deepfake pornography, a form of image-based sexual abuse. The government must take action to address the rising cases and protect victims from this disturbing trend.
Microsoft withdraws observer seat on OpenAI board, blocking Apple from similar role amid AI startup scrutiny. Largest backer of ChatGPT developer takes immediate action, as reported by Financial Times.
The "MEDUSA: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads" paper introduces speculative decoding to speed up Large Language Models, achieving a 2x-3x speedup on existing hardware. By appending multiple decoding heads to the model, Medusa can predict multiple tokens in one forward pass, improving efficiency and customer experience for LLMs.
LSTMs, introduced in 1997, are making a comeback with xLSTMs as a potential rival to LLMs in deep learning. The ability to remember and forget information over time intervals sets LSTMs apart from RNNs, making them a valuable tool in language modeling.
Anthropic Claude 3.5 Sonnet leads S&P AI Benchmarks for finance, showcasing its capabilities in business tasks. Kensho's rigorous evaluations address limitations in LLM assessments, helping financial industry users make informed decisions.
Delta Lake is an abstraction layer on top of Parquet storage, offering ACID transactions and Time Travel. Consistency in Delta Lake is ensured through Delta Transaction Logs, addressing challenges of immutability and decoupled layers.
MusGConv introduces a perception-inspired graph convolution block for processing music score data, improving efficiency and performance in music understanding tasks. Traditional MIR approaches are enhanced by MusGConv, which models musical scores as graphs to capture complex, multi-dimensional music relationships.