AI Geek Programmer Blog

Machine learning, computer vision, deep learning and artificial intelligence engineering.

AI Systems Require Specialized Cybersecurity Services

AI Systems Require Specialized Cybersecurity Services

AI Geek Programmer
13 October 2026

AI systems require specialized cybersecurity services.

AI tests create false confidence in blockchain code

AI tests create false confidence in blockchain code

AI Geek Programmer
13 October 2026

A smart contract can pass every AI-generated test and still contain a serious security flaw. The problem is not that testing has no value.

AI image generators use neural networks to create visuals

AI image generators use neural networks to create visuals

AI Geek Programmer
12 October 2026

I keep the answer simple: AI image generators use neural networks to create visuals.

CNNs use filters to detect image features

CNNs use filters to detect image features

AI Geek Programmer
12 October 2026

CNNs use small learned filters to detect image features. A filter checks small parts of an image and gives a strong response when it finds a pattern.

AI prompts require clear instructions for neural networks

AI prompts require clear instructions for neural networks

AI Geek Programmer
11 October 2026

AI prompts require clear instructions for neural networks. That is the short answer, and it is the one that matters most.

AI systems require robust security to prevent data breaches

AI systems require robust security to prevent data breaches

AI Geek Programmer
11 October 2026

AI systems can expose private data in several places. How does a data breach happen, and what makes an AI system safer?

AI-driven data centers cut costs and boost efficiency

AI-driven data centers cut costs and boost efficiency

AI Geek Programmer
10 October 2026

AI-driven data centers cut costs and boost efficiency, but only when the system is tuned for the work it runs. That is the plain answer.

Spiking networks boost energy efficiency using event-driven processing

Spiking networks boost energy efficiency using event-driven processing

AI Geek Programmer
10 October 2026

Spiking networks boost energy efficiency using event-driven processing.