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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 benchmarked my own AI coding skill across 424 runs. It failed.

I benchmarked my own AI coding skill across 424 runs. It failed.

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6 min read
Every Greedy Metric Said the Model Was Improving. Then pass@64 Fell From 0.83 to 0.19

Every Greedy Metric Said the Model Was Improving. Then pass@64 Fell From 0.83 to 0.19

BERJAYA 1
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4 min read
Your Hand Is a Continuous Signal. A Scale Is Not. That Gap Is the Whole Problem.

Your Hand Is a Continuous Signal. A Scale Is Not. That Gap Is the Whole Problem.

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5 min read
What “local OCR” should mean in a web application

What “local OCR” should mean in a web application

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5 min read
I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.

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2 min read
The AI Industry Stack: A First-Principles Map from Foundation to Frontier (2026 Deep Dive)

The AI Industry Stack: A First-Principles Map from Foundation to Frontier (2026 Deep Dive)

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7 min read
Hallucinations in Regulated Workflows: Catch Them at the Gateway with Bifrost

Hallucinations in Regulated Workflows: Catch Them at the Gateway with Bifrost

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15 min read
Self-Improving AI Agents บทที่ 4: Skill Library, Memory และ 4 Layers

Self-Improving AI Agents บทที่ 4: Skill Library, Memory และ 4 Layers

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2 min read
Self-Improving AI Agents บทที่ 3: Reflection, Self-Training, Self-Play

Self-Improving AI Agents บทที่ 3: Reflection, Self-Training, Self-Play

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2 min read
Self-Improving AI Agents บทที่ 6: Hype vs Reality + ความเสี่ยงและอนาคต

Self-Improving AI Agents บทที่ 6: Hype vs Reality + ความเสี่ยงและอนาคต

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2 min read
Self-Improving AI Agents บทที่ 1: AI Agent คืออะไร และ Self-Improving แปลว่าอะไร

Self-Improving AI Agents บทที่ 1: AI Agent คืออะไร และ Self-Improving แปลว่าอะไร

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1 min read
Self-Improving AI Agents บทที่ 5: GVU Operator และ Recursive Self-Improvement

Self-Improving AI Agents บทที่ 5: GVU Operator และ Recursive Self-Improvement

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2 min read
Self-Improving AI Agents บทที่ 2: ระดับของ Self-Improvement (5 ระดับ)

Self-Improving AI Agents บทที่ 2: ระดับของ Self-Improvement (5 ระดับ)

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1 min read
I Trained RL Agents on a $0 Server. All Three Environments Solved in Under an Hour.

I Trained RL Agents on a $0 Server. All Three Environments Solved in Under an Hour.

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3 min read
Mixed‑precision routing speeds up attention prefill

Mixed‑precision routing speeds up attention prefill

BERJAYA 1
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2 min read
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