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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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How much does it cost to run a text game with LLMs

Real-world data from 51,000 game API calls

How much does it cost to run a text game with LLMs

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18 min read
A Word List Tied the Model

A Word List Tied the Model

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13 min read
Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it

Nemotron 3.5 Transcribe on one 32 GB Blackwell card: the prompt is your API, so test it

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5 min read
Five days of an autoresearch loop on a card-game bot: the trained network added nothing

Five days of an autoresearch loop on a card-game bot: the trained network added nothing

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4 min read
I Built a Latent Diffusion Model That Fits in 5.5MB and Runs Without a GPU

I Built a Latent Diffusion Model That Fits in 5.5MB and Runs Without a GPU

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9 min read
an attempt at hypernetworks on an RX 6600

an attempt at hypernetworks on an RX 6600

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7 min read
How to check a stem dataset before you train on it

How to check a stem dataset before you train on it

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4 min read
Why Your AI Is Confidently Wrong, and What You Can Do About It

Why Your AI Is Confidently Wrong, and What You Can Do About It

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9 min read
LLM Inference Cost in 2026: Why Cost per Finished Task Beats Cost per Token

LLM Inference Cost in 2026: Why Cost per Finished Task Beats Cost per Token

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22 min read
Next-Concept Modeling: I Ran Stanford's New Text Generator Against a Classic LLM. Here Is What Happened.

Next-Concept Modeling: I Ran Stanford's New Text Generator Against a Classic LLM. Here Is What Happened.

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13 min read
Why my credit risk model uses a 15% threshold

Why my credit risk model uses a 15% threshold

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2 min read
One number, four answers: reconciling four divergent hit-rate pipelines over 46,139 settled predictions

One number, four answers: reconciling four divergent hit-rate pipelines over 46,139 settled predictions

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7 min read
.nbx: one container format for every AI model

.nbx: one container format for every AI model

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4 min read
Listening to the EV charging handshake: what 212 stations of ISO 15118 traffic taught us about charger faults

Listening to the EV charging handshake: what 212 stations of ISO 15118 traffic taught us about charger faults

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4 min read
Clustering the news with cheap models: a measured look at embeddings, online centroids and entity extraction

Clustering the news with cheap models: a measured look at embeddings, online centroids and entity extraction

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14 min read
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