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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
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
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
How Edge AI Is Changing the Way Wearables Process Data

How Edge AI Is Changing the Way Wearables Process Data

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5 min read
COV: When Fiction Stops Being Fiction

COV: When Fiction Stops Being Fiction

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3 min read
Getting Started with Edge AI: What Are Your Go-To Tools, Pipelines, and Best Practices?

Getting Started with Edge AI: What Are Your Go-To Tools, Pipelines, and Best Practices?

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2 min read
The Death of the Pilot: Why COV is the Future of Drones

The Death of the Pilot: Why COV is the Future of Drones

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5 min read
Domux: a compact open model for smart-home command understanding at the edge

Domux: a compact open model for smart-home command understanding at the edge

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1 min read
Cognitive AI: The Next Leap from Algorithms to Awareness

Cognitive AI: The Next Leap from Algorithms to Awareness

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4 min read
Benchmark a Personal AI PC Across Battery, Thermals, and Sleep Recovery

Benchmark a Personal AI PC Across Battery, Thermals, and Sleep Recovery

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2 min read
Compare Cloud and On-Device AI Costs Without Inventing Energy Numbers

Compare Cloud and On-Device AI Costs Without Inventing Energy Numbers

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3 min read
Test a Pocket AI Device Across Battery, Offline, and Permission Loss

Test a Pocket AI Device Across Battery, Offline, and Permission Loss

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1 min read
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