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Safely Deploying ML Models to Production: Four Controlled Strategies (A/B, Canary, Interleaved, Shadow Testing)
Deploying a new machine learning model to production is one of the most critical stages of the ML lifecycle. Even if a model performs well…
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A Gentle Introduction to Nonlinear Constrained Optimization with Piecewise Linear Approximations
problem, the goal is to find the best (maximum or minimum) value…
NVIDIA Releases Nemotron-Cascade 2: An Open 30B MoE with 3B Active Parameters, Delivering Better Reasoning and Strong Agentic Capabilities
NVIDIA has announced the release of Nemotron-Cascade 2, an open-weight 30B Mixture-of-Experts…
A Coding Implementation Showcasing ClawTeam’s Multi-Agent Swarm Orchestration with OpenAI Function Calling
SWARM_TOOLS = }, "result": {"type": "string", "description": "Result or output of the…
Building Robust Credit Scoring Models (Part 3)
This article is the third part of a series I decided to…
The Math That’s Killing Your AI Agent
had spent nine days building something with Replit’s Artificial Intelligence (AI) coding…
Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early)
fails in predictable ways. Retrieval returns bad chunks; the model hallucinates. You…
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