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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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Trying "DFlash," a Diffusion-Model Approach to Parallel Draft-Token Generation, on Gemma

Trying "DFlash," a Diffusion-Model Approach to Parallel Draft-Token Generation, on Gemma

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17 min read
When My House Price Model Hit 100% Accuracy, I Should Have Been Worried

When My House Price Model Hit 100% Accuracy, I Should Have Been Worried

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2 min read
How I Took GLiClass FP8 from 59 ms to 16 ms on an RTX 4050

How I Took GLiClass FP8 from 59 ms to 16 ms on an RTX 4050

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8 min read
Julia 1: A 144M-Parameter Decision Model Trained for $104

Julia 1: A 144M-Parameter Decision Model Trained for $104

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5 min read
Definitive Guide to Predicting SLA Breaches in Technical Support

Definitive Guide to Predicting SLA Breaches in Technical Support

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6 min read
How do you know the face on a video call is real? Measured numbers from a replay attack

How do you know the face on a video call is real? Measured numbers from a replay attack

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3 min read
Unlock the Secret: Deploying a Production-Grade Portfolio with AWS S3 & CloudFront

Unlock the Secret: Deploying a Production-Grade Portfolio with AWS S3 & CloudFront

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7 min read
The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

Kaggle Benchmarking Challenge Submission

The Flattery Tax: I pressure-tested 29 LLMs with confident wrong users — the frontier held, the small ones folded

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6 min read
Same Kind of Bug Isn't the Same Bug: Where AI Models Get Fooled

Kaggle Benchmarking Challenge Submission

Same Kind of Bug Isn't the Same Bug: Where AI Models Get Fooled

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14 min read
Just Train More: Measuring the Exchange Rate

Just Train More: Measuring the Exchange Rate

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5 min read
What I Learned Quantizing DistilBERT to ONNX for Browser Inference

What I Learned Quantizing DistilBERT to ONNX for Browser Inference

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7 min read
Verification-aware training speeds up draft models

Verification-aware training speeds up draft models

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2 min read
AI/ML Research Digest — Sep 12, 2026

AI/ML Research Digest — Sep 12, 2026

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3 min read
The AI job market in 2026: who gets hired, what they earn, and which roles are fading

The AI job market in 2026: who gets hired, what they earn, and which roles are fading

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6 min read
OpenAI's Invisible Watermark: Privacy or Control?

OpenAI's Invisible Watermark: Privacy or Control?

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10 min read
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