5 min read
Where AI Really Fits in POS and E-Commerce Payments
This is part 3 of a series on building grounded AI for payment systems. Part 1 made the case that payments need grounded AI, and part 2 Part 2covered the retrieval pattern that …
24 pages
AI
5 min read
From Wireless Awareness to Payment Awareness: The RAG Pattern
This is part 2 of a series on building grounded AI for payment systems. Part 1 made the case that payments need grounded AI, not a generic LLM guessing from training data. This …
5 min read
Why Payments Need Grounded AI, Not Just LLMs
This is part 1 of a series on building grounded AI for payment systems. This post sets up the problem. Part 2 covers the retrieval pattern, and part 3 covers the practical use …
13 min read
AI in POS and Payments: From Transaction Processing to Transaction Intelligence
This post looks at where machine learning actually fits in a payment system: not inside the authorization path that EMV, tokenization, and the networks already own, but in the risk …
9 min read
Multi-Agent Systems Scale Vertically. They Need to Scale Horizontally.
This post continues the ideas explored in Part I: Super Agents and Multi-Agent Communication and Part II: Swarm Intelligence. Those posts covered how agents coordinate within a …
13 min read
Swarm Intelligence: The Opposite Architectural Bet
This is Part II of a two-part series on multi-agent AI architecture. Part I covered the super agent pattern: centralized orchestration, structured communication, and a single …
9 min read
Super Agents and Multi-Agent Communication: Architecture That Actually Scales
This is Part I of a two-part series on multi-agent AI architecture. This post covers centralized orchestration. Part II explores the opposite approach: swarm intelligence. …
6 min read
Why You Should Start Treating Your AI Like a Colleague, Not a Calculator
In a few short years, Large Language Models (LLMs) have moved from research labs into the core of how we work. They are no longer experimental novelties; they shape how we search, …
3 min read
Parents Still Matter in the Machine Era
A line in the April 2026 issue of IEEE Computer stopped me mid-read. N. Kshetri and J. Voas point out that for earlier generations, parents, teachers, clergy, and professors were …
6 min read
The Hidden Mathematics of Multi-Agent AI: Why Agent Communication Does Not Scale Linearly
A simple counting formula explains why fully connected multi-agent systems become hard to control long before they become impressive.