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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 Shipping Perfect Demos. Start Shipping Honest Limitations.

Stop Shipping Perfect Demos. Start Shipping Honest Limitations.

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4 min read
Video Annotation: My Contribution to building better AI Systems

Video Annotation: My Contribution to building better AI Systems

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3 min read
Why Does AI Sometimes Give Wrong Answers Even When It Sounds Confident?

Why Does AI Sometimes Give Wrong Answers Even When It Sounds Confident?

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11 min read
Read the Methods First: A Mind Map Habit for Literature Reviews

Read the Methods First: A Mind Map Habit for Literature Reviews

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4 min read
DemoDoctor: Bad Robot Demonstrations Are Detectable. Do They Matter?

DemoDoctor: Bad Robot Demonstrations Are Detectable. Do They Matter?

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3 min read
Fine-Tuning Is Usually Premature

Fine-Tuning Is Usually Premature

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4 min read
Octree Video Memory Enables Minute-Long Consistency

Octree Video Memory Enables Minute-Long Consistency

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2 min read
Early-layer multimodal bias is detectable

Early-layer multimodal bias is detectable

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2 min read
I trained a language model that writes by filling in blanks

I trained a language model that writes by filling in blanks

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3 min read
Running OCR entirely in the browser (and making scanned PDFs editable)

Running OCR entirely in the browser (and making scanned PDFs editable)

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9 min read
Invented O'Clock: I removed one fact from 45 scheduling problems to see which AI models make up a time

Kaggle Benchmarking Challenge Submission

Invented O'Clock: I removed one fact from 45 scheduling problems to see which AI models make up a time

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11 min read
How to run a Civitai or Hugging Face LoRA through an API (no GPU, no upload)

How to run a Civitai or Hugging Face LoRA through an API (no GPU, no upload)

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5 min read
The Model That Failed Its Own Safety Test: Why OpenAI Shelved GPT-6.1 Astra

The Model That Failed Its Own Safety Test: Why OpenAI Shelved GPT-6.1 Astra

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7 min read
Tokens Are a Crutch: Why Byte Models Win the Long Game

Tokens Are a Crutch: Why Byte Models Win the Long Game

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5 min read
Kev gives the same answer every time. Until you batch it.

Kev gives the same answer every time. Until you batch it.

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8 min read
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