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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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Pretraining From Scratch on an Inference-Only NPU: VKORE-46M-NPU

Pretraining From Scratch on an Inference-Only NPU: VKORE-46M-NPU

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3 min read
Evaluating AI-Powered RAG Systems: Beyond Just Correct Answers

Evaluating AI-Powered RAG Systems: Beyond Just Correct Answers

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2 min read
Machine Learning at One Hour a Day: What the Course Pages Add Up To

Machine Learning at One Hour a Day: What the Course Pages Add Up To

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10 min read
Dense Progress Rewards for Long-Horizon Agents: How Tev Turns Multi-Day Tasks Into Trainable Checkpoints

Dense Progress Rewards for Long-Horizon Agents: How Tev Turns Multi-Day Tasks Into Trainable Checkpoints

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4 min read
Beyond Pixels: How Computers Learn to See — My Journey into Computer Vision

Beyond Pixels: How Computers Learn to See — My Journey into Computer Vision

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13 min read
Why Smarter AI Doesn't Mean Smarter Robots (Yet)

Why Smarter AI Doesn't Mean Smarter Robots (Yet)

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4 min read
Compare Video Models with the Same Image and Motion Brief

Compare Video Models with the Same Image and Motion Brief

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3 min read
Check the Model ID Before Migrating a Veo Integration

Check the Model ID Before Migrating a Veo Integration

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3 min read
OpenAI o1: Era Baru AI dengan Kemampuan Penalaran Logis

OpenAI o1: Era Baru AI dengan Kemampuan Penalaran Logis

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2 min read
Kolibrie: a neuro-symbolic stream reasoning engine in Rust

Kolibrie: a neuro-symbolic stream reasoning engine in Rust

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4 min read
Was My 2,103-Token Tokenizer a Mistake?

Was My 2,103-Token Tokenizer a Mistake?

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3 min read
How Computers See: What I Learned in My First Computer Vision Class

How Computers See: What I Learned in My First Computer Vision Class

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4 min read
ASR-induced failure rate: did the speech path break it?

ASR-induced failure rate: did the speech path break it?

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5 min read
My Computer Vision Learning Journey

My Computer Vision Learning Journey

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6 min read
Trained Only in English, #1 in Japanese Too: Darwin ZTC on S1MB

Trained Only in English, #1 in Japanese Too: Darwin ZTC on S1MB

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3 min read
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