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GINIGEN AI

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Sovereign AI Compute: Pretraining on an NPU at 170% of an H100, 75% of a B200

Sovereign AI Compute: Pretraining on an NPU at 170% of an H100, 75% of a B200

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3 min read
사라진 명리 비기를 AI로 복원하다: 주명명리(宙明命理) 개발기

사라진 명리 비기를 AI로 복원하다: 주명명리(宙明命理) 개발기

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1 min read
Zero-Token Decisions in the Browser: On-Device Multimodal Classification with EmbeddingGemma 2 and WebGPU

Zero-Token Decisions in the Browser: On-Device Multimodal Classification with EmbeddingGemma 2 and WebGPU

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3 min read
Open Quantum Challenge (OQC): a reproducible, hardware-free quantum benchmark

Open Quantum Challenge (OQC): a reproducible, hardware-free quantum benchmark

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1 min read
One Self-Improving Model, Eleven Number-One Titles: What That Takes

One Self-Improving Model, Eleven Number-One Titles: What That Takes

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2 min read
4-bit GGUF Quality for MoE Models: Why Only 3B of 180B Params Fire, and How to Prove Parity

4-bit GGUF Quality for MoE Models: Why Only 3B of 180B Params Fire, and How to Prove Parity

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7 min read
Building an AI That Refuses to Say "Safe": Reliability Engineering for an Offline Disaster App

Building an AI That Refuses to Say "Safe": Reliability Engineering for an Offline Disaster App

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7 min read
Running a 180B Model on a Laptop With No GPU: How 4-bit GGUF Keeps Full Accuracy

Running a 180B Model on a Laptop With No GPU: How 4-bit GGUF Keeps Full Accuracy

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6 min read
Offline AI on a Phone: Thread Pinning, Lazy Loading, and a Safety Gate That Knows When to Stay Quiet

Offline AI on a Phone: Thread Pinning, Lazy Loading, and a Safety Gate That Knows When to Stay Quiet

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11 min read
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