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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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Pytorch for Neural Networks Part 2: Initializing Weights and Biases

Pytorch for Neural Networks Part 2: Initializing Weights and Biases

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2 min read
How I Built VoxCalc — An AI-Inspired Next-Gen Calculator with Flutter, Google ML Kit & Voice NLP

How I Built VoxCalc — An AI-Inspired Next-Gen Calculator with Flutter, Google ML Kit & Voice NLP

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5 min read
Building HyFD: How We Used MongoDB to Store and Analyse Production ML Failure Logs

Building HyFD: How We Used MongoDB to Store and Analyse Production ML Failure Logs

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6 min read
Two agents passing strings to each other is not a multi-agent system — it's a pipeline, and the distinction matters

Two agents passing strings to each other is not a multi-agent system — it's a pipeline, and the distinction matters

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4 min read
How We Built AuditHawk with Django & MongoDB to Automate SME Auditing

How We Built AuditHawk with Django & MongoDB to Automate SME Auditing

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6 min read
Who’s Accountable When AI Gets It Wrong?

Who’s Accountable When AI Gets It Wrong?

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4 min read
0% vs 50%: Making a RAG Agent Refuse to Hallucinate

0% vs 50%: Making a RAG Agent Refuse to Hallucinate

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2 min read
Aximo - offline-first STT API

Aximo - offline-first STT API

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1 min read
Tenacious-Bench v0.1: What Happens When You Build a Benchmark for Your Own Agent's Failures

Tenacious-Bench v0.1: What Happens When You Build a Benchmark for Your Own Agent's Failures

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9 min read
Evaluating AI Coding Assistants for Your Development Team

Evaluating AI Coding Assistants for Your Development Team

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4 min read
The Last Pivot: Why Quality Gates Killed My Final KV-Cache Speedup

The Last Pivot: Why Quality Gates Killed My Final KV-Cache Speedup

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7 min read
Beating Eager TurboQuant Was Not Enough: Why Dense GPU Attention Still Won

Beating Eager TurboQuant Was Not Enough: Why Dense GPU Attention Still Won

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8 min read
Best Local AI Models for Apple Silicon in 2026

Best Local AI Models for Apple Silicon in 2026

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6 min read
How to Avoid License Violations When Publishing Derivative AI Models

How to Avoid License Violations When Publishing Derivative AI Models

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5 min read
How I used Launch Templates to deploy AI workloads elastically across GPU providers and finally avoided vendor lock-in

How I used Launch Templates to deploy AI workloads elastically across GPU providers and finally avoided vendor lock-in

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4 min read
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