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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 Got 96% Recall on LLM Hallucination Detection With No ML Model – Just 50 Lines of Python

I Got 96% Recall on LLM Hallucination Detection With No ML Model – Just 50 Lines of Python

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4 min read
Axiom: the agent runtime where every belief has a confidence score

Axiom: the agent runtime where every belief has a confidence score

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3 min read
Fine-Tune Llama 3 706B Model Locally

Fine-Tune Llama 3 706B Model Locally

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6 min read
From Machine Learning to Production: A Practical Walkthrough Using My Vancouver Traffic Accident Risk Predictor

From Machine Learning to Production: A Practical Walkthrough Using My Vancouver Traffic Accident Risk Predictor

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9 min read
Catching the failure is the easy part

Catching the failure is the easy part

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4 min read
AI Chatbot Development: A Builder's Guide for 2026

AI Chatbot Development: A Builder's Guide for 2026

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13 min read
The Hidden Failure Modes of AI Agents

The Hidden Failure Modes of AI Agents

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5 min read
Your AI agent remembers what sounds related, not what worked

Your AI agent remembers what sounds related, not what worked

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5 min read
Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can

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2 min read
Beyond RAG: What Are Embeddings in AI? A Practical Deep Dive for AI Engineers

Beyond RAG: What Are Embeddings in AI? A Practical Deep Dive for AI Engineers

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18 min read
How Modern AI Search Engines Work: Retrieval, Reranking & Routing

How Modern AI Search Engines Work: Retrieval, Reranking & Routing

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4 min read
RightLayout: Shipping a Mac AI Tool, Then Letting Go

RightLayout: Shipping a Mac AI Tool, Then Letting Go

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5 min read
Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

Knowing When Your LLM Is Wrong: A Field Guide for Agentic Systems

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17 min read
HeadLess BAI

HeadLess BAI

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4 min read
Predictive Alpha: Pipeline Engineering for Real-Time Machine Learning Inference

Predictive Alpha: Pipeline Engineering for Real-Time Machine Learning Inference

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5 min read
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