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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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Inside the Memory Decision Loop: How AI Agents Decide What to Remember, Update, or Forget

Inside the Memory Decision Loop: How AI Agents Decide What to Remember, Update, or Forget

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5 min read
RA-Bench Reveals Why Crisis-Video Deepfake Detectors Fail Across Generators and Social Media

RA-Bench Reveals Why Crisis-Video Deepfake Detectors Fail Across Generators and Social Media

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2 min read
Macaron-V1: Continual Learning with Self-Improvement and Mixture-of-LoRA Adapters

Macaron-V1: Continual Learning with Self-Improvement and Mixture-of-LoRA Adapters

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10 min read
Building Adaptive AI Agents

Building Adaptive AI Agents

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7 min read
AI models catch bad code, then cry wolf on the good code

Kaggle Benchmarking Challenge Submission

AI models catch bad code, then cry wolf on the good code

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5 min read
Neuromorphic Computing: Why Brain-Inspired Chips Matter for the Future of AI

Neuromorphic Computing: Why Brain-Inspired Chips Matter for the Future of AI

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4 min read
It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First

It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First

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5 min read
Google’s Gemini Handles a Million Tokens. Here’s the Architecture Trick That Makes It Possible

Google’s Gemini Handles a Million Tokens. Here’s the Architecture Trick That Makes It Possible

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5 min read
On-Device OCR in SwiftUI: A Practical Guide to the Vision Framework

On-Device OCR in SwiftUI: A Practical Guide to the Vision Framework

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3 min read
Bayesian Optimization: The Prospector Who Reads Every Core Sample Before Choosing Where to Drill

Bayesian Optimization: The Prospector Who Reads Every Core Sample Before Choosing Where to Drill

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12 min read
The Hyperparameter Search Cheat Sheet: Which Method, What Budget, and When to Stop

The Hyperparameter Search Cheat Sheet: Which Method, What Budget, and When to Stop

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5 min read
Replace Your Grid Search Tonight: The Optuna Setup That Killed 12 of My 20 Trials

Replace Your Grid Search Tonight: The Optuna Setup That Killed 12 of My 20 Trials

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5 min read
Domain Knowledge Beats Model Complexity

Domain Knowledge Beats Model Complexity

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1 min read
Beyond the Basics: What I learned from a Deep-Dive EDA on the Ames Housing Dataset

Beyond the Basics: What I learned from a Deep-Dive EDA on the Ames Housing Dataset

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2 min read
My Football Model Passed Validation. A Five-Check Audit Killed It.

My Football Model Passed Validation. A Five-Check Audit Killed It.

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5 min read
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