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OpenNVR 0.1.6 Is Out: Search Your Camera Footage in Plain English

OpenNVR 0.1.6 Is Out: Search Your Camera Footage in Plain English

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2 min read
Edge AI with .NET, Part 1: Integrating a 1975 Power Meter That Has No API

Edge AI with .NET, Part 1: Integrating a 1975 Power Meter That Has No API

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7 min read
Edge AI with .NET, Part 2: Arduino Firmware That Sleeps Most of Its Life

Edge AI with .NET, Part 2: Arduino Firmware That Sleeps Most of Its Life

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6 min read
What I Learned Trying to Ship a Fine-Tuned Model to the NPU

What I Learned Trying to Ship a Fine-Tuned Model to the NPU

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10 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
Maliklang V3: A Specialized Computational Language Framework for EEG Signal Parsing & Neuro-AI Edge Compute

Maliklang V3: A Specialized Computational Language Framework for EEG Signal Parsing & Neuro-AI Edge Compute

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1 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
The 8B Local Model Was Worse Than the 4B One

The 8B Local Model Was Worse Than the 4B One

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2 min read
The On-Device People Counter Only Worked After I Made It Boring

The On-Device People Counter Only Worked After I Made It Boring

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3 min read
Spark X2.5-4B & 1.7B: the only on-device models with native 1M-token context — now open source

Spark X2.5-4B & 1.7B: the only on-device models with native 1M-token context — now open source

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2 min read
Scaling Intelligence: Running LLMs Across a Seven-Board ESP32-S3 Cluster

Scaling Intelligence: Running LLMs Across a Seven-Board ESP32-S3 Cluster

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4 min read
Why Edge AI Frameworks Are Too Heavy for Real Microcontrollers (and How to Fix It with Lean C++)

Why Edge AI Frameworks Are Too Heavy for Real Microcontrollers (and How to Fix It with Lean C++)

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2 min read
Why We Already Have the Future of Robotics, But Can't Use It

Why We Already Have the Future of Robotics, But Can't Use It

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3 min read
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