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...
Meta AI Released Muse Spark 1.3: An Agentic Coding Model That Uses ~20% Fewer Tool Calls and ~25% Fewer Tokens Than Muse Spark 1.2
Source: MarkTechPost This week, Meta Superintelligence Labs released Muse Spark 1.3. It is the fourth Muse Spark release...
Perplexity Open Sources Lily: A Rust + Metal Inference Engine for Qwen3.6-35B-A3B on Apple Silicon
Source: MarkTechPost Perplexity has open sourced Lily, the local inference engine behind Hybrid Compute in Perplexity Computer. It...
Qwen Developers Open-Sources zg (zvec-grep): A Local-First Search Layer Unifying ripgrep, BM25, and Vector Search
Source: MarkTechPost Coding agents spend a large share of their tool budget on search. When the target is...
Meet Switchyard: A Rust Proxy and Library That Routes and Translates LLM Traffic Across OpenAI and Anthropic APIs
Source: MarkTechPost Teams running coding agents hit the same wall. Claude Code speaks the Anthropic Messages API, Codex...