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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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From PyTorch to Core ML: My Journey Running Recommendation Models Directly on iPhone

From PyTorch to Core ML: My Journey Running Recommendation Models Directly on iPhone

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4 min read
BERT vs BERT+BiLSTM: I Expected BiLSTM to Beat BERT on Hinglish Toxicity. It Didn't

BERT vs BERT+BiLSTM: I Expected BiLSTM to Beat BERT on Hinglish Toxicity. It Didn't

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5 min read
PII 偵測實測 : Regex vs BERT-NER vs Ensemble

PII 偵測實測 : Regex vs BERT-NER vs Ensemble

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2 min read
Rag Vs Fine-Tuning For Document Qa 2024

Rag Vs Fine-Tuning For Document Qa 2024

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5 min read
Local Ai Deployment Cost Analysis 2024

Local Ai Deployment Cost Analysis 2024

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6 min read
I forked an archived graph database and started dreaming about healthcare AI

I forked an archived graph database and started dreaming about healthcare AI

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6 min read
How AI Chat Platforms Actually Implement Content Moderation (and Why "Uncensored" Models Aren't Just "GPT Without Filters")

How AI Chat Platforms Actually Implement Content Moderation (and Why "Uncensored" Models Aren't Just "GPT Without Filters")

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3 min read
Agent Sandbox Escape Detector: Black-Box Security Scanning for LLM Agents

Agent Sandbox Escape Detector: Black-Box Security Scanning for LLM Agents

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6 min read
A 150M model that beats GPT-4-as-judge at catching RAG hallucinations trained for $0

A 150M model that beats GPT-4-as-judge at catching RAG hallucinations trained for $0

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3 min read
The AI Paper That Quietly Changes How Enterprises Scale

The AI Paper That Quietly Changes How Enterprises Scale

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4 min read
What Actually Runs Well on a GTX 1080 Ti in 2026 (Measured)

What Actually Runs Well on a GTX 1080 Ti in 2026 (Measured)

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3 min read
Agentic AI Hardware Profiles: CPU vs GPU Engineering Reality

Agentic AI Hardware Profiles: CPU vs GPU Engineering Reality

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4 min read
MiniMax M3 Ships Open-Weight 1M Context: MiniMax Sparse Attention (MSA)

MiniMax M3 Ships Open-Weight 1M Context: MiniMax Sparse Attention (MSA)

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6 min read
DiffusionGemma: How Google's New Open LLM Hits 1,000 Tokens/sec and Changes Inference Economics

DiffusionGemma: How Google's New Open LLM Hits 1,000 Tokens/sec and Changes Inference Economics

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4 min read
Rag Evaluation Metrics

Rag Evaluation Metrics

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6 min read
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