The Violet Beacon Blog

Human Intelligence — A Blog for Curious Minds

Candid writing on responsible AI, FileMaker development, and what it actually looks like to adopt technology thoughtfully. No hype. No jargon. Just human intelligence.

Human Intelligence — exploring the intersection of people and AI
Responsible
Responsible AI

Every Vendor Checklist Lists Human Oversight. The Science Calls It Unsolved.

Responsible AI

Every Vendor Checklist Lists Human Oversight. The Science Calls It Unsolved.

A vendor guide calls human oversight a design requirement. The UN's science panel says no technical guarantee of agent instruction-following exists.

5 min read Sep 7, 2026
Read article →
Responsible
Responsible AI

Valid Permissions Are Not the Same as Trust

Responsible AI

Valid Permissions Are Not the Same as Trust

EchoLeak showed Microsoft 365 Copilot moving internal data out while holding valid permissions the whole time. Why zero trust fits agentic AI.

9 min read Aug 31, 2026
Read article →
Responsible
Responsible AI

Why I Built a Free Responsible AI Gap Analysis for FileMaker

Responsible AI

Why I Built a Free Responsible AI Gap Analysis for FileMaker

Clients kept asking whether their FileMaker AI features were built the right way. I built a free Responsible AI Gap Analysis so any team can check.

5 min read Aug 24, 2026
Read article →
Curious
Perspectives

HalluSquatting: Your Agent Made Up a Repo, and Someone Was Waiting There

Perspectives

HalluSquatting: Your Agent Made Up a Repo, and Someone Was Waiting There

HalluSquatting turns an AI agent's invented package name into a supply chain attack. What the research found, and the ISO 42001 controls that answer it.

8 min read Aug 21, 2026
Read article →
AI Governance Is Arriving Through Procurement
Responsible AI

AI Governance Is Arriving Through Procurement

AI governance is arriving through supplier contracts, not statutes. Fannie Mae's August 6 mandate shows regulated manufacturers what's coming their way.

8 min read Aug 10, 2026
Read article →
Anthropic Told You Not to Use Claude Dispatch for Regulated Workloads. Here's What That Means.
Responsible AI

Anthropic Told You Not to Use Claude Dispatch for Regulated Workloads. Here's What That Means.

Anthropic's Claude Dispatch documentation contains direct compliance warnings most teams miss. Here's how to read them through ISO 42001 and NIST AI RMF.

11 min read Aug 10, 2026
Read article →
Is AI Slop Real, or Did We Just Name It?
Responsible AI

Is AI Slop Real, or Did We Just Name It?

Has AI slop actually raised the rate of bad work, or did we just name a defect rate nobody had measured? An evidence-graded look at what to track.

15 min read Aug 10, 2026
Read article →
Your AI Governance Program Has No Plan for Loops
Responsible AI

Your AI Governance Program Has No Plan for Loops

Why learning loops turn AI governance from a one-time approval into a continuous obligation, and what that means under ISO 42001.

8 min read Aug 10, 2026
Read article →
What AI Changes About What You Need to Memorize
Perspectives

What AI Changes About What You Need to Memorize

AI has changed what you need to memorize, from raw facts to core concepts and judgment. That shift matters most for small businesses in regulated industries.

12 min read Aug 10, 2026
Read article →
Not Every AI Failure Is a Crisis: Scoring Risk by Real-World Harm
Responsible AI

Not Every AI Failure Is a Crisis: Scoring Risk by Real-World Harm

How a four-part AI jailbreak severity framework maps to NIST AI RMF and ISO 42001, and gives your team a defensible way to size real AI risk.

10 min read Jul 27, 2026
Read article →
Nine Seconds to Wipeout: What the PocketOS Database Deletion Teaches Us About Agentic AI Governance
Perspectives

Nine Seconds to Wipeout: What the PocketOS Database Deletion Teaches Us About Agentic AI Governance

The PocketOS database deletion shows model alignment alone will not protect production. How ISO 42001 maps to the failure chain, and what to fix first.

12 min read May 16, 2026
Read article →
Yes, I Really Did Let AI Help Me Write This
Perspectives

Yes, I Really Did Let AI Help Me Write This

AI-assisted writing means using AI for research and drafting while the human controls purpose, voice, and editorial decisions. Here's why that's still authorship.

8 min read Mar 30, 2026
Read article →
AI Book Review: Supremacy — AI, ChatGPT, and the Race that Will Change the World
Book Reviews

AI Book Review: Supremacy — AI, ChatGPT, and the Race that Will Change the World

A review of Parmy Olson's book on the global AI race, OpenAI vs. DeepMind, and the impact of AI on business, society, and the future of work.

5 min read Oct 31, 2025
Read article →
AI FileMaker Lexicon: Essential Glossary for FileMaker Users
Guides

AI FileMaker Lexicon: Essential Glossary for FileMaker Users

Clear definitions of the AI and FileMaker terms your team will encounter when building AI-powered solutions.

15 min read Oct 31, 2025
Read article →
How to Use GetTextFromPDF() in FileMaker 2025
FileMaker + AI

How to Use GetTextFromPDF() in FileMaker 2025

Learn how FileMaker 2025's GetTextFromPDF() extracts text from PDFs for smarter, searchable, AI-powered apps.

8 min read Oct 31, 2025
Read article →
AI-Powered Image Recognition in FileMaker (Part 2)
FileMaker + AI

AI-Powered Image Recognition in FileMaker (Part 2)

Discover how AI image recognition in FileMaker Pro 2025 enhances image search with semantic capabilities, streamlining workflows for developers and businesses.

9 min read Oct 16, 2025
Read article →
If AI Can Teach Us Anything, Why Do We Still Follow People?
Perspectives

If AI Can Teach Us Anything, Why Do We Still Follow People?

Even in an AI-powered world, we still seek out real teachers, mentors, and in-person gatherings. This article explores why human connection remains essential despite AI advancement.

5 min read Aug 3, 2025
Read article →
Responsible AI Use in FileMaker 2025
FileMaker + AI

Responsible AI Use in FileMaker 2025

Explore how FileMaker 2025 puts AI front and center, and why understanding it is more important than ever. AI literacy and responsible implementation practices for FileMaker developers.

8 min read Jul 9, 2025
Read article →
AI-Powered Image Recognition in FileMaker (Part 1 of 2)
FileMaker + AI

AI-Powered Image Recognition in FileMaker (Part 1 of 2)

Integrating AI-powered image recognition into FileMaker unlocks entirely new ways to interact with your data. Learn how to set up embedding models for semantic image search.

7 min read Jul 9, 2025
Read article →

Want Human Intelligence delivered to your inbox?

Monthly candid, human-first insights on responsible AI, workflow automation, and practical strategies.