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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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Stop Writing the Same Pandas Boilerplate: How We Built a Visual Pipeline Studio for ML Preprocessing

Stop Writing the Same Pandas Boilerplate: How We Built a Visual Pipeline Studio for ML Preprocessing

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1 min read
Building a RAG App That Knows When to Say "I Don't Know"

Building a RAG App That Knows When to Say "I Don't Know"

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2 min read
The "Silent Stop" isn't a model choosing silence. It's a room with no exit.

The "Silent Stop" isn't a model choosing silence. It's a room with no exit.

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1 min read
Fine-tuning Qwen2.5-1.5B on a Mac to fix a parroting chatbot (and halve the prompt)

Fine-tuning Qwen2.5-1.5B on a Mac to fix a parroting chatbot (and halve the prompt)

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6 min read
When More Robot Data Hurts: a Closed-Loop Test of Data Curation

When More Robot Data Hurts: a Closed-Loop Test of Data Curation

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2 min read
Numerai and NMR: How Token Incentives Can Be Applied to Machine-Learning Models

Numerai and NMR: How Token Incentives Can Be Applied to Machine-Learning Models

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6 min read
Function calling vs free-form generation

Function calling vs free-form generation

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3 min read
Can Two Small Nets Invent a Language?

Can Two Small Nets Invent a Language?

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4 min read
5% Tokens, 14% Accuracy Gain via Self-Distillation

5% Tokens, 14% Accuracy Gain via Self-Distillation

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2 min read
Verdandi: Document Intelligence, Simplified

Verdandi: Document Intelligence, Simplified

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26 min read
OpenAI Dumped 722 AI-Written Math Papers on GitHub. Now Mathematicians Have a Code Review Problem.

OpenAI Dumped 722 AI-Written Math Papers on GitHub. Now Mathematicians Have a Code Review Problem.

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4 min read
Safe Model Updates in Healthcare AI: From Development to Controlled Deployment

Safe Model Updates in Healthcare AI: From Development to Controlled Deployment

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1 min read
86,000 Jobs Now Ask for Agentic AI Skills. Most Still Say "Software Engineer."

86,000 Jobs Now Ask for Agentic AI Skills. Most Still Say "Software Engineer."

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1 min read
Autonomous Marketing Architecture: Why Multi-Agent Systems Beat Legacy Agency Models

Autonomous Marketing Architecture: Why Multi-Agent Systems Beat Legacy Agency Models

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4 min read
Open-Weight AI Just Went Multipolar

Open-Weight AI Just Went Multipolar

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9 min read
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