Stanford NLP introduces DSPy for prompt engineering, moving away from manual prompt writing to modularized programming. The new approach aims to optimize prompts for LLMs, enhancing reliability and efficiency.
Ransomware attack on ChangeHealthcare disrupts supply chain, highlighting vulnerability in corporate security cultures. MIT and HPI researchers aim to improve cybersecurity across supply chains to combat increasing data theft and ransomware attacks.
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.
GeForce NOW adds 24 new games, including Hellblade: Senua’s Sacrifice. Stream on Steam Deck with improved support, expanding gaming possibilities.
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.
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...
Cybercriminals and nation-state spies coexist in compromised routers, exchanging access for financial gain or espionage. Researchers from Trend Micro reveal a hidden world where hackers work together inside VPN devices to evade detection.
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.
LightGBM is a powerful tree-based system with Python scikit-learn API for regression and classification. Managing the 76 parameters can be challenging, but focusing on key values can lead to a successful model.
LLMs like GPT-4 and Claude 3 tested for anomaly detection in time series data, pushing the limits of their capabilities. The research aimed to determine if these models could effectively identify movements in data patterns.
Develop a chatbot solution using Amazon Bedrock, integrating documentation and databases for comprehensive answers. Agents for Amazon Bedrock enable multistep tasks across company systems, providing detailed and exhaustive responses.
In 1964, Dartmouth College's Kemeny and Kurtz launched BASIC, democratizing computing. BASIC inspired programmers for 60 years.
Anthropic challenges OpenAI with Claude chatbot on iPhones, surpassing ChatGPT in intelligence measures. Former OpenAI staff aim to make Claude an everyday AI assistant on mobile devices.
LLMs are improving reasoning abilities, enabling them to plan and act, leading to exciting agent prompting templates like in the Voyager Paper. Voyager focuses on prompting LLMs to complete open-ended tasks, like playing Minecraft, using an automatic curriculum, iterative prompting, and a skill library.