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Generative AI
Stanford Researchers Introduce TRACE: A Skill-Oriented Agentic Training Program That Turns Repeated Agent Failures into Artificial RL Environments
Agent LLMs tend to fail the same way, over and over again. A team of Stanford researchers tracked this down…
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Generative AI
Prime Intellect Releases Verifiers v1: Integrated Tasksets, Harnesses, and Workflows for Agentic RL Training and Testing
Introducing Prime Intellect confirmations 0.2.0. Previewing the rewritten theme, posted under new verifiers.v1 namespace. Modern testing now uses coding agents…
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Self Aware
12 Types of Time and How to Live a Fuller Life – Marginalian
“I prefer the time of insects to the time of the stars,” wrote Nobel laureate Wisława Szymborska in her beloved…
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Generative AI
Meet NeuroVFM: A New Baseline Model for Vol-JEPA-Trained Neuroimaging in Uncurated Clinical MRI and CT Volumes
Frontier models learn a lot from public internet data. However, clinical neuroimaging is rarely performed there, because MRI and CT…
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Generative AI
Umhlahlandlela Wobunjiniyela Be-Loop: I-'autoresearch' kanye ne-'Bilevel Autoresearch' Ziwaguqula Kanjani Ama-AI Agents Awenze Umshini Ozimele Wokufunda Izihibe Zokucwaninga zeML
Iningi labantu lisasebenzisa i-AI njengebhokisi lokusesha lango-2015. Uyabhala, uyafunda, uyathayipha futhi. Iphethini entsha imiselela leyo manuwali emuva naphambili ngeluphu. Lo…
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Machine Learning
RAG vs Fine-Tuning Explained: What They Really Do and When to Use Each
I've written a lot about RAG, starting with a Hitchhiker's guide to RAG with the ChatGPT API and LangChain, then…
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Machine Learning
How to schedule 100+ agents with Claude Code
I will discuss how to program multiple different agents using Claude Code and any other coding agents. When working with…
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Reactive Machines
Handling Class Imbalance in ML: Better Alternatives to SMOTE
Most real-world classification problems are imbalanced. Fraud, disease, churn, and defects are rare by nature. Standard classifiers chase accuracy, so…
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Self Aware
Don't hold back – Marginalian
The only thing more dangerous than wanting to save another person – a dangerous desire that is often mistaken for…
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Generative AI
Mira Murati's Machine Learning Lab Makes a Human-Centered AI Technology Case Built with Customizable Modeling Weights
Think Machines Lab has published a report on building AI that augments human will and judgment. Most AI in use…
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