AI Geek Programmer Blog

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

Google Lens uses neural networks to identify objects in real time

Google Lens uses neural networks to identify objects in real time

AI Geek Programmer
15 October 2026

I keep coming back to one plain fact: Google Lens uses neural networks to identify objects in real time. That is the core of it.

AI acts as a meta-layer over blockchain code architecture

AI acts as a meta-layer over blockchain code architecture

AI Geek Programmer
15 October 2026

What happens when AI sits on top of blockchain code and starts shaping how that code is written, reviewed, and merged?

AI powers internet services through complex distributed architectures

AI powers internet services through complex distributed architectures

AI Geek Programmer
14 October 2026

AI powers internet services through complex distributed architectures. That is the short answer, and it is the one worth keeping in mind.

Deep learning relies on multi-layered neural networks

Deep learning relies on multi-layered neural networks

AI Geek Programmer
14 October 2026

Deep learning relies on multi-layered neural networks. That is the direct answer.

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.