Machine Learning on Medium · Scour

The Spotlight on the Stage

grahamjroy.medium.com·2w

RefDiffTransformer: My Deep Dive into Reference-Conditioned Diffusion Transformers

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Cerebras S-1 Analysis

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What 18,000 PC Games Taught Me About Building Better Rating Systems

blog.stackademic.com

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OpenAI’s 2026 Prompt Math Breaks When 60,000 Tokens Keep Moving

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Confusion Matrices. And The Confusions They Resolve.

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Building a Fully Local, Open Source Text2SQL Agent with Long Term Memory

Master Claude Code: The Ultimate Guide to Building a High-Performance CLAUDE.md File

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Why Successful AI Deployment Requires More Than Accurate Models

My Notes on Makemore Part1: Building a Character-Level Language Model from Scratch

Stack in 2026 Is Search + Memory + Sandboxes, Not Bigger Prompts

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RAG Is Quietly Dying Into Infrastructure

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Flow Matching and Its Derivatives

Do You Know About 7 Common Misconceptions Regarding Agentic AI?

medium.datadriveninvestor.com·2w

From PCA to FAMD: Dimensionality Reduction for Mixed Data

medium.datadriveninvestor.com·2w

Flow Matching Transformer For PushT

5 AI Use Cases That Actually Save Money in Manufacturing (With Real Numbers)

medium.datadriveninvestor.com·2w

I Ran a 6-Hour ETL Debug Session on Claude Opus 4.7 — It Cost Me $4 and Found Two Bugs I Missed

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Confusion Matrix Explained Using Random Forest

Building the 11 Layers of a Production-Grade MCP Server + Agentic System

levelup.gitconnected.com

·2w

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