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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Human-in-the-Loop Is Not a Governance Strategy

Human-in-the-Loop Is Not a Governance Strategy

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8 min read
I Built a Neural Network You Can Watch Train — Forward Pass, Loss, and Backprop, Animated

I Built a Neural Network You Can Watch Train — Forward Pass, Loss, and Backprop, Animated

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3 min read
Beyond PSCAD: How AI Can Help Monitor Harmonics

Beyond PSCAD: How AI Can Help Monitor Harmonics

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2 min read
Learning Fuzzy Logic: Automatic Rule Discovery Through Differentiable Circuits

Learning Fuzzy Logic: Automatic Rule Discovery Through Differentiable Circuits

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3 min read
MCTS-Reasoning: Tree Search for LLM Reasoning

MCTS-Reasoning: Tree Search for LLM Reasoning

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3 min read
I Built a Neural Gate for My AI Agent — Layer 2 of Self-Verification

I Built a Neural Gate for My AI Agent — Layer 2 of Self-Verification

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2 min read
I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

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4 min read
Stop Building OpenAI Wrappers: How to Build Defensible AI Apps

Stop Building OpenAI Wrappers: How to Build Defensible AI Apps

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1 min read
Four Models in One Training Loop: Architecting SDAR on AWS (Before Renting a Single GPU)

Four Models in One Training Loop: Architecting SDAR on AWS (Before Renting a Single GPU)

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5 min read
Deep Learning Is More Logistic Regression Than You Think

Deep Learning Is More Logistic Regression Than You Think

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4 min read
Better Data Beats Better Algorithms: Before Changing the Model, Change the Data

Better Data Beats Better Algorithms: Before Changing the Model, Change the Data

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3 min read
The regression your eval set is too small to catch

The regression your eval set is too small to catch

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7 min read
NeuraDebugger-Micro-1.1B: The 1B Parameter Debugging Specialist That Outperforms Generalists

NeuraDebugger-Micro-1.1B: The 1B Parameter Debugging Specialist That Outperforms Generalists

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9 min read
Understanding Attention in Transformers — Intuition Before Equations

Understanding Attention in Transformers — Intuition Before Equations

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3 min read
How We Stopped Losing 45 Minutes Every Time Production Broke

How We Stopped Losing 45 Minutes Every Time Production Broke

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5 min read
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