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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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I froze my hypothesis before I touched the data. The model scored 0.89, then told me picocolors was dying.

Hacktoberfest Open-Source AI Challenge: Ghost in the Machine Submission 👻🌼

I froze my hypothesis before I touched the data. The model scored 0.89, then told me picocolors was dying.

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17 min read
When Is a KV Cache Slot Actually Free? Lessons From the SGLang and Cloudflare Cross-Request Exposure

When Is a KV Cache Slot Actually Free? Lessons From the SGLang and Cloudflare Cross-Request Exposure

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15 min read
Amortised Inference: Why Training a Network to Infer Beats Running Optimisation Every Time

Amortised Inference: Why Training a Network to Infer Beats Running Optimisation Every Time

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7 min read
Why Your Regional RAG Keeps Citing Global Autocomplete

Why Your Regional RAG Keeps Citing Global Autocomplete

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6 min read
Six checks that catch a bad AI portrait before anyone else sees it

Six checks that catch a bad AI portrait before anyone else sees it

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4 min read
LLM-as-Judge Position Bias: Swapping A/B Flipped 87 of 300 Verdicts

LLM-as-Judge Position Bias: Swapping A/B Flipped 87 of 300 Verdicts

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7 min read
Platonic Representation Hypothesis becomes a theorem for JEPAs in new arXiv paper

Platonic Representation Hypothesis becomes a theorem for JEPAs in new arXiv paper

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3 min read
Reading a mobile game screen pixel by pixel

Reading a mobile game screen pixel by pixel

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2 min read
Out of how many? Multiple testing and the deflated Sharpe ratio

Out of how many? Multiple testing and the deflated Sharpe ratio

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2 min read
Run Small AI Models on an Old GPU: Fix the Software Path First

Run Small AI Models on an Old GPU: Fix the Software Path First

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1 min read
Proximal Methods: Why Splitting a Nonsmooth Problem Beats Solving It Directly

Proximal Methods: Why Splitting a Nonsmooth Problem Beats Solving It Directly

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7 min read
XGBoost and LightGBM model files: what a CI gate should check before loading

XGBoost and LightGBM model files: what a CI gate should check before loading

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2 min read
Halving the KV Cache Doubles Capacity and Buys 1% of Speed

Halving the KV Cache Doubles Capacity and Buys 1% of Speed

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6 min read
Global-MMLU's Chinese and Korean world-history rows came shifted from OpenAI's MMMLU

Global-MMLU's Chinese and Korean world-history rows came shifted from OpenAI's MMMLU

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4 min read
Clone Your Voice Locally With Qwen3-TTS: Recordings, Mic Checks, and Reference Audio

Clone Your Voice Locally With Qwen3-TTS: Recordings, Mic Checks, and Reference Audio

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1 min read
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