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When AI Needs Guardrails

By Cristina Bautista

There's a question most AI platforms never ask: What happens when speed without accountability isn't progress—it's risk?

For veterans' advocates processing benefits claims, investigators building cases, ministry leaders serving communities, and public servants making decisions that affect real lives,...

12.01.26 05:02 PM - Comment(s)

Transforming Intelligence Education: Lessons for the AI Era ​Author: 

By Cristina Bautista

ABSTRACT

This case study examines the 2003 transformation of intelligence education during the Information Operations revolution and applies those lessons to contemporary artificial intelligence implementation challenges. Drawing from the author's published research in the Defense Intelligence Journa...

25.11.25 12:44 AM - Comment(s)

AIWorkstation Framework

By Cristina Bautista


The Big Problem

Lots of people and businesses are jumping into AI right now — but many of them are failing fast.
They buy tools, write prompts, and expect instant magic.
When it doesn’t work right away, they quit or say, “AI doesn’t work.”

That’s like buying a bike, falling the first time, and giving up...



22.10.25 08:21 PM - Comment(s)

Empowering Small Businesses: AI Adoption in 2025

By Cristina Bautista


Introduction

Artificial intelligence (AI) is no longer a futuristic concept reserved for tech giants. In 2025, small businesses are rapidly integrating AI into their operations, transforming how Main Street competes and thrives. This blog, inspired by Bayesian principles of continuous learning and ev...

11.07.25 10:26 PM - Comment(s)