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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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What Fast API Is Teaching Me About Building AI Beyond the Model

What Fast API Is Teaching Me About Building AI Beyond the Model

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3 min read
Why My IoT Data Quality Misses the Mark Before ML Processing

Why My IoT Data Quality Misses the Mark Before ML Processing

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3 min read
Sentiment Analysis of Apple Tweets: An NLP Approach

Sentiment Analysis of Apple Tweets: An NLP Approach

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2 min read
RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

RoboVerity: Benchmarking AI Models on Robotics Safety Decisions

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3 min read
The Use of AI in Computer Vision

The Use of AI in Computer Vision

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3 min read
Was TinyStories the Domain or the Vocabulary?

Was TinyStories the Domain or the Vocabulary?

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4 min read
Backtest 63.7%, production AUC 0.51 - a postmortem

Backtest 63.7%, production AUC 0.51 - a postmortem

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3 min read
The same pipeline, minus the cluster

The same pipeline, minus the cluster

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5 min read
The Verification Gap: We Automated Code Generation and Forgot to Scale Review

The Verification Gap: We Automated Code Generation and Forgot to Scale Review

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7 min read
I Asked 11 AI Models to Predict My Race Splits. Once I Named the Race, 5 Clearly Beat My Model

Kaggle Benchmarking Challenge Submission

I Asked 11 AI Models to Predict My Race Splits. Once I Named the Race, 5 Clearly Beat My Model

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16 min read
How to Build a Good Human-in-the-Loop for Machine Learning

How to Build a Good Human-in-the-Loop for Machine Learning

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8 min read
GPT-6 Astra Isn't AGI. It's a For-Loop With Better PR

GPT-6 Astra Isn't AGI. It's a For-Loop With Better PR

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5 min read
Demystifying LLM Context Windows: How AI Memory Works (and Why It Fails)

Demystifying LLM Context Windows: How AI Memory Works (and Why It Fails)

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7 min read
Agent Memory Is Not a Vector Database. It's a Forgetting System.

Agent Memory Is Not a Vector Database. It's a Forgetting System.

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7 min read
"RoPE extrapolates to longer contexts" — someone finally measured it, and it doesn't

"RoPE extrapolates to longer contexts" — someone finally measured it, and it doesn't

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3 min read
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