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Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You
on a particularly hard reinforcement learning problem. The research demonstrated similar agents learning comparable tasks. Yet our model was dead in the water. I simplified…
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Deploying a 1-Bit Bonsai-27B Model with PrismML llama.cpp and OpenAI-Compatible Local Inference Workflows
In this tutorial, we deploy the 1-bit Bonsai-27B language model using the…
Designing Skill-Driven Financial Analysis Agents with Claude, Python, MCP Connectors, and Automated Deliverables
In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository…
Kimi AI and kvcache-ai Open Sources ‘AgentENV’: A Distributed System that Powers Agentic Reinforcement Learning (RL) Training for Kimi K3
Moonshot AI’s Kimi team and kvcache-ai have open-sourced AgentENV (AENV), a distributed…
Reducing Human Annotation with ML Active Learning
Active learning aims to select the unlabeled samples that are most informative…
Perplexity Releases pplx, a Single-Binary CLI That Puts Its Search API in the Terminal for Coding Agents
Perplexity has released pplx, an official command line client for its Search…
“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit
that would instantly fill you with dread. Words that make your shoulders…
GH-ESD: Grounded Hypothesis-Driven Error Slice Discovery for Instance-Level Vision Tasks
Systematic failures of vision models on semantically coherent subsets, known as error…
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