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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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Engram: A new type of AI

Engram: A new type of AI

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9 min read
Reasoning Models Are Impressive. They're Also Overkill for 90% of What You're Building.

Reasoning Models Are Impressive. They're Also Overkill for 90% of What You're Building.

1
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4 min read
Cosine Similarity vs Dot Product in Attention Mechanisms

Cosine Similarity vs Dot Product in Attention Mechanisms

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1 min read
We Built the First AI Agent Memory System With Zero LLM Calls — Here's the Architecture

We Built the First AI Agent Memory System With Zero LLM Calls — Here's the Architecture

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7 min read
5 Techniques to Stop AI Agent Hallucinations in Production

5 Techniques to Stop AI Agent Hallucinations in Production

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16 min read
I trained a 354M LLM alone and it outperforms GPT-2 Medium in epistemic calibration

I trained a 354M LLM alone and it outperforms GPT-2 Medium in epistemic calibration

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1 min read
From AI/ML to observability - An Unexpected Learning Experience

From AI/ML to observability - An Unexpected Learning Experience

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2 min read
Best Tools & Libraries to Actually BUILD Your Own AI Agents with🤖

Best Tools & Libraries to Actually BUILD Your Own AI Agents with🤖

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3 min read
SleepSentry: Building a Real-time Snore Analyzer with FFT and Whisper-tiny 😴🔊

SleepSentry: Building a Real-time Snore Analyzer with FFT and Whisper-tiny 😴🔊

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4 min read
LLM APIs in Agent Loops: What Actually Breaks at Scale

LLM APIs in Agent Loops: What Actually Breaks at Scale

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6 min read
Monitoring an ML Pipeline in Production: Anatomy of an Open-Source Stack

Monitoring an ML Pipeline in Production: Anatomy of an Open-Source Stack

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10 min read
Tiny Diffusion

Tiny Diffusion

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5 min read
Building Intelligent Chatbots with RAG and Vector Databases: A Practical Developer's Guide

Building Intelligent Chatbots with RAG and Vector Databases: A Practical Developer's Guide

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4 min read
How to Deploy ONNX Models in Existing .NET Workflows

How to Deploy ONNX Models in Existing .NET Workflows

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3 min read
I Built a Multi-Engine AI Content Detector — Here's What I Learned About Detection Accuracy

I Built a Multi-Engine AI Content Detector — Here's What I Learned About Detection Accuracy

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5 min read
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