Stanford Researchers Introduce TRACE: A Capability-Targeted Agentic Training System That Turns Recurrent Agent Failures Into Synthetic RL Environment
Source: MarkTechPost Agentic LLMs often fail the same way, again and again. A Stanford research team traced this...
Prime Intellect Releases Verifiers v1: Composable Tasksets, Harnesses, and Runtimes for Agentic RL Training and Evaluations
Source: MarkTechPost Prime Intellect launched verifiers 0.2.0. It previews a rewritten core, shipped under the new verifiers.v1 namespace....
New method aims to keep kids safe from illegal AI-generated content
Source: MIT News – Artificial intelligence With the exploding popularity of generative artificial intelligence, many open-source models are...
Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes
Source: MarkTechPost Frontier models learn mostly from public internet data. However, clinical neuroimaging rarely appears there, because MRI...
Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops
Source: MarkTechPost Most people still use AI like a 2015 search box. You type, you read, you type...
Mira Murati’s Thinking Machines Lab Makes The Technical Case For Human-Centered AI Built On Customizable Model Weights
Source: MarkTechPost Thinking Machines Lab published a report to build AI that extends human will and judgment. Most...
A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention
Source: MarkTechPost In this tutorial, we explore TileGym GPU programming by building a practical Colab workflow that runs...
Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI
Source: MarkTechPost Robbyant, the embodied AI unit inside Ant Group, has released the LingBot-VA 2.0.The first embodied-native foundation...
Kyutai Releases MuScriptor: An Open-Weight Decoder-Only Transformer for Multi-Instrument Music Transcription to MIDI
Source: MarkTechPost Automatic Music Transcription (AMT) converts an audio recording into symbolic notes, usually MIDI. Single-instrument transcription already...
How to Build a T4-Friendly Autonomous Data Science Agent with DeepAnalyze-8B, Sandboxed Code Execution, and Iterative Analysis
Source: MarkTechPost In this tutorial, we build an autonomous data science agent around DeepAnalyze-8B and run it. We...