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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 built an auto PID tuning tool for Betaflight — here's how it works under the hood

I built an auto PID tuning tool for Betaflight — here's how it works under the hood

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4 min read
Partial Catchment Delineation for Inundation Modeling

Partial Catchment Delineation for Inundation Modeling

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9 min read
The Missing Layer: Why Nobody Is Building the Thing That Actually Matters in AI Agents

The Missing Layer: Why Nobody Is Building the Thing That Actually Matters in AI Agents

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8 min read
AI Meets Spectral Flow Cytometry: How Machine Learning Is Transforming Immune Monitoring

AI Meets Spectral Flow Cytometry: How Machine Learning Is Transforming Immune Monitoring

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7 min read
Prompting Is Not Engineering: Building Reliable LLM Production Systems with Control Layers

Prompting Is Not Engineering: Building Reliable LLM Production Systems with Control Layers

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2 min read
When Similarity Search Breaks: Why RAG Fails on Numerical Queries

When Similarity Search Breaks: Why RAG Fails on Numerical Queries

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7 min read
My AI Agents Kept Forgetting Everything. So I Started Building a Fix. [Building AFS in Public #1]

My AI Agents Kept Forgetting Everything. So I Started Building a Fix. [Building AFS in Public #1]

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6 min read
No Prior Art Exists for Metacognitive Preservation in AI Agents

No Prior Art Exists for Metacognitive Preservation in AI Agents

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7 min read
Finding my Frontier: Cloud free coding on GLM-5

Finding my Frontier: Cloud free coding on GLM-5

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8 min read
I Tested 359 AI Models — Here’s Which Ones Are Actually Worth Paying For

I Tested 359 AI Models — Here’s Which Ones Are Actually Worth Paying For

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8 min read
Building FridgeChef: What I Learned Training a Custom Computer Vision Model with Roboflow

Building FridgeChef: What I Learned Training a Custom Computer Vision Model with Roboflow

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7 min read
Beyond Basic Chatbots: Building a Life-Saving Closed-Loop Glucose Agent with LangGraph

Beyond Basic Chatbots: Building a Life-Saving Closed-Loop Glucose Agent with LangGraph

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4 min read
The Accelerating Trajectory of Artificial Intelligence and the Corresponding Need for Prudent Oversight

The Accelerating Trajectory of Artificial Intelligence and the Corresponding Need for Prudent Oversight

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3 min read
SuperLocalMemory v2.7: Your AI Learns You — Adaptive Learning with Local ML

SuperLocalMemory v2.7: Your AI Learns You — Adaptive Learning with Local ML

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6 min read
Neural bicameral LoRA Decoupling logic style

Neural bicameral LoRA Decoupling logic style

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6 min read
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