Meta FAIR Introduces AI Research Preference Models (RPMs): Ranking ML Experiments Before Spending GPU Hours
Source: MarkTechPost AI research agents can already propose, implement and score their own machine learning experiments. Idea generation...
UC Berkeley Researchers Release CUA-Lite, an Open Platform Unifying Sandboxes, Data, Evaluation and RL for Computer-Use Agents
Source: MarkTechPost A team of researchers from UC Berkeley have released CUA-Lite, an open platform for computer-use agents...
Perplexity Details Its GPU Embedding Stack: How Ivy, Tulip and ROSE Serve pplx-embed
Source: MarkTechPost Retrieval quality in an AI search product is bounded by two things: how good the embedding...
GitHub Introduces Project HydraFusion: Runtime Multi-Model Orchestration That Builds a Workflow Per Coding Task in Copilot CLI
Source: MarkTechPost GitHub has released Project HydraFusion, a research preview that stops treating model choice as a one-time...
Adaption Labs Introduces ‘Invent a Dataset’: Training Data Generated From a Task Description, Not a Seed Corpus
Source: MarkTechPost This week, Adaption Labs released Invent a Dataset. The feature generates a structured, training-ready dataset from...
Google Launches Agentic Video Understanding for Gemini Flash Models, Cutting Video Tokens by Up to 88%
Source: MarkTechPost Video has been the most expensive modality to reason over. A Gemini model handed a 90-minute...
NVIDIA Releases Personal AI Router (PAIR): An Open Source Virtual Inference Router that Distributes Local AI Requests Across RTX, DGX Spark, and Mac Nodes
Source: MarkTechPost Multi-agent workflows have changed the shape of local inference. A lead agent decomposes a task and...
Google DeepMind’s WeatherNext 3 Trains on Weather Station Observations to Deliver 5 km Global Forecasts, Refreshed Every Hour
Source: MarkTechPost AI weather models have spent three years closing the gap with physics-based forecasting, but two problems...
OpenAI Releases GPT-6 Astra: A 1.05M-Context Computer-Use Model Gated Behind a ‘Critical’ Cyber Threshold
Source: MarkTechPost Today, OpenAI released GPT-6 Astra. The company calls it its most intelligent and aligned model, and...
Anthropic Released Claude Commerce Agents: An Apache-2.0 Blueprint for Shopping and Merchant Agents Across Retail, Travel, Telecom and Entertainment
Source: MarkTechPost Most teams building a shopping assistant or agent rebuild the same scaffolding: an agent loop, a...