Transforming Unstructured Text: LangExtract Unlocks Data with Gemini-Powered LLMs Turning free-form text into structured, actionable data is a persistent challenge across industries. Google’s open-source Python library, LangExtract , addresses this gap by harnessing the power of Ge... data visualization Gemini information extraction LangExtract LLM natural language processing Python unstructured data
LLMigrate Turns Lazy LLMs Into Reliable C-to-Rust Translators Rewriting performance-critical C code in Rust promises stronger memory safety with similar speed, but moving large systems is hard. A new preprint introduces LLMigrate, a toolchain that combines large... C-to-Rust Linux Kernel LLM Program Repair Rust
Train a Reasoning LLM in 48 Hours with NVIDIA NeMo Could you create a powerful reasoning language model in just two days, using only a single GPU? Thanks to NVIDIA’s latest innovations, this feat is now within reach for researchers and developers ever... AI dataset language models LLM machine learning NVIDIA NeMo reasoning
Dynamic Node Pruning: Improving LLM Efficiency Inspired by the Human Brain As artificial intelligence continues to scale, large language models (LLMs) face mounting challenges in computational cost and energy usage. But what if these models could intelligently activate only ... AI efficiency deep learning dynamic pruning LLM model optimization neural networks sustainability
AI-Powered Mock APIs: Supercharging Testing with Docker and Microcks Modern development demands more than cookie-cutter mock data. Test environments need to simulate real-world conditions, and static responses often fall short. By combining Docker Model Runner and Micr... AI testing Docker integration testing LLM Microcks mock APIs OpenAPI test automation
Unlocking Flexibility: any-llm Simplifies Access to Multiple LLM Providers Accessing different large language model providers has traditionally meant wrestling with unique APIs, compatibility issues, and the risk of getting stuck on a single platform. Mozilla.ai’s newly rele... AI tools API developer tools LLM model providers Mozilla OpenAI Python
DeepSWE-Preview Sets a New Standard for Open-Source Coding Agents with Reinforcement Learning Imagine a coding agent that not only keeps pace with its open-source contemporaries but actually outshines them, all powered by reinforcement learning ( RL ). DeepSWE-Preview, a collaboration be... coding agents emergent behavior LLM open source reinforcement learning rLLM software engineering test-time scaling
Google’s AI Balances Creativity and Logistics in Trip Planning Google’s latest innovation blends the creative strengths of large language models (LLMs) with the precision of optimization algorithms, revolutionizing how we approach travel itineraries. Google's lat... AI optimization algorithms Gemini Google Research LLM travel itineraries trip planning user preferences
Devstral: Redefining Open-Source Coding Agents for Autonomous Software Engineering Open-source enthusiasts and professional developers alike have long awaited a model that could deliver true autonomy in software engineering. Enter Devstral , the latest innovation from Mistral AI and... AI models benchmark coding agent Devstral enterprise LLM open-source software engineering
How ServiceNow and NVIDIA Are Transforming Enterprise AI with Apriel Nemotron 15B The business landscape is evolving rapidly, and enterprises are looking for smarter ways to manage tasks, streamline workflows, and boost efficiency. Now, ServiceNow and NVIDIA have joined forces to d... AI assistants enterprise AI LLM Nemotron NVIDIA productivity ServiceNow workflow automation
How Gemini AI Makes Complex Information Understandable: Inside Google's Minimally-Lossy Text Simplification Unlocking Complex Information for Everyone Understanding specialized or technical text can be overwhelming, especially when every detail matters. Google Research is tackling this challenge with Gemini... accessibility AI Gemini AI Google Research LLM text simplification user study