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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've spent years making devices obey. Now I am learning to teach them to think.

I've spent years making devices obey. Now I am learning to teach them to think.

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1 min read
Choosing the Right Model (Not the Best One)

Choosing the Right Model (Not the Best One)

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2 min read
How I Found Machine Failure Patterns in Industrial Sensor Data — Predictive Maintenance EDA

How I Found Machine Failure Patterns in Industrial Sensor Data — Predictive Maintenance EDA

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3 min read
Chapter 8: RMS Normalisation and Residual Connections

Chapter 8: RMS Normalisation and Residual Connections

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4 min read
Building AI Language Tutors on WhatsApp: The Technical Reality

Building AI Language Tutors on WhatsApp: The Technical Reality

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6 min read
CompIT v0.1.1 — Foundation Update

CompIT v0.1.1 — Foundation Update

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2 min read
Coordination Strategies in Multi-Agent Environments

Coordination Strategies in Multi-Agent Environments

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3 min read
TradingAgents v0.2.4: A Multi-Agent LLM Framework That Simulates an Entire Trading Firm

TradingAgents v0.2.4: A Multi-Agent LLM Framework That Simulates an Entire Trading Firm

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4 min read
Start Here: My AI Memory Research So Far

Start Here: My AI Memory Research So Far

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5 min read
I Published an AI Memory Result. Then Real Retrieval Broke Everything.

GitHub “Finish-Up-A-Thon” Challenge Submission

I Published an AI Memory Result. Then Real Retrieval Broke Everything.

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5 min read
Post-Mortem: INT8 Quantization Failure on a 3.8 kB Smoke Detector Model

Post-Mortem: INT8 Quantization Failure on a 3.8 kB Smoke Detector Model

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2 min read
We Built a Voice AI Receptionist in 8 Weeks — Every Decision We Made and Why

We Built a Voice AI Receptionist in 8 Weeks — Every Decision We Made and Why

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7 min read
Testing an AI Memory Reliability Checklist on 3 Redacted Agent Setups

Testing an AI Memory Reliability Checklist on 3 Redacted Agent Setups

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2 min read
Anaylsis of farmer query pattern for crop advisory.

Anaylsis of farmer query pattern for crop advisory.

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3 min read
How to Stop Drowning in Open Model Releases and Actually Run One Locally

How to Stop Drowning in Open Model Releases and Actually Run One Locally

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5 min read
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