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Stanford Researchers Introduce TRACE: A Capability-Targeted Agentic Training System That Turns Recurrent Agent Failures Into Synthetic RL Environment

Steven Garcia July 13, 2026 0

Agentic LLMs often fail the same way, again and again. A Stanford research team traced this to...

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Prime Intellect Releases Verifiers v1: Composable Tasksets, Harnesses, and Runtimes for Agentic RL Training and Evaluations

Steven Garcia July 13, 2026 0

Prime Intellect launched verifiers 0.2.0. It previews a rewritten core, shipped under the new verifiers.v1 namespace. Modern...

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Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes

Steven Garcia July 13, 2026 0

Frontier models learn mostly from public internet data. However, clinical neuroimaging rarely appears there, because MRI and...

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Guide to Loop Engineering: How ‘autoresearch’ and ‘Bilevel Autoresearch’ Turn AI Agents Into Autonomous Machine Learning ML Research Loops

Steven Garcia July 12, 2026 0

Most people still use AI like a 2015 search box. You type, you read, you type again....

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Mira Murati’s Thinking Machines Lab Makes The Technical Case For Human-Centered AI Built On Customizable Model Weights

Steven Garcia July 12, 2026 0

Thinking Machines Lab published a report to build AI that extends human will and judgment. Most AI...

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A Coding Guide to NVIDIA’s Tile-Based GPU Programming: From cuTile and Triton Kernels to Flash Attention

Steven Garcia July 12, 2026 0

In this tutorial, we explore TileGym GPU programming by building a practical Colab workflow that runs across...

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Ant Group’s Robbyant Unveils LingBot-VA 2.0: A Causal Video-Action Model Built Natively for Physical AI

Steven Garcia July 11, 2026 0

Robbyant, the embodied AI unit inside Ant Group, has released the LingBot-VA 2.0.The first embodied-native foundation model....

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Kyutai Releases MuScriptor: An Open-Weight Decoder-Only Transformer for Multi-Instrument Music Transcription to MIDI

Steven Garcia July 10, 2026 0

Automatic Music Transcription (AMT) converts an audio recording into symbolic notes, usually MIDI. Single-instrument transcription already works...

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How to Build a T4-Friendly Autonomous Data Science Agent with DeepAnalyze-8B, Sandboxed Code Execution, and Iterative Analysis

Steven Garcia July 10, 2026 0

In this tutorial, we build an autonomous data science agent around DeepAnalyze-8B and run it. We begin...

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Google Research Introduces SensorFM: A Wearable Health Foundation Model Pretrained on One Trillion Minutes of Sensor Data

Steven Garcia July 10, 2026 0

Most wearable health models are built one outcome at a time. That approach breaks down at thirty-five...

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