AI Basics & Learning Techniques

Supervised vs Unsupervised Learning

Supervised vs Unsupervised Learning refers to the two primary types of machine learning. Supervised learning uses labeled data to predict outcomes, while unsupervised learning finds hidden patterns in unlabeled data. Examples of supervised tasks include regression and classification; unsupervised tasks include clustering and dimensionality reduction. Understanding both is fundamental to applying AI effectively across domains.

Voice Agent Architecture: How AI Phone Agents Work
AI
AI Automation
AI Services
Voice Agent Architecture: How AI Phone Agents Work

A voice agent architecture is the set of components that lets an AI system hold a phone conversation: it receives…

View More 8 October 2026
AI Embroidery Preview: How We Built TextileStudio.ai
AI
AI development
Generative AI
AI Embroidery Preview: How We Built TextileStudio.ai

An AI embroidery preview shows how an embroidery design will look on fabric before anyone stitches a physical sample. We…

View More 6 October 2026
Private LLM Deployment: API, Private Cloud, or On-Premise?
AI
AI Automation
AI development
Private LLM Deployment: API, Private Cloud, or On-Premise?

Deciding where a language model runs is now a security decision as much as an engineering one. For a private…

View More 2 October 2026
RAG vs Fine-Tuning: How to Choose for Your LLM App
AI
AI Automation
AI development
RAG vs Fine-Tuning: How to Choose for Your LLM App

Deciding on RAG vs fine-tuning is one of the first architecture decisions in any LLM application. It comes down to…

View More 2 October 2026
AI Agent Architecture: 5 Essential Production Components
AI
AI Automation
AI development
AI Agent Architecture: 5 Essential Production Components

AI agent architecture is the set of components that lets a language model pursue a goal across multiple steps: a…

View More 29 September 2026
Smart Contract Hacks: 4 Critical Lessons from 2026 Exploits
Blockchain
Smart Contract
Web 3.0 Development
Smart Contract Hacks: 4 Critical Lessons from 2026 Exploits

Smart contract hacks in 2026 tell two stories at once. According to TRM Labs’ H1 2026 analysis, attackers carried out…

View More 24 September 2026