AI is powerful, but using it without ethics can backfire fast in 2026. Small businesses need to think about this early.

• Watch for bias—check what your AI is trained on
• Protect privacy—know where customer data goes
• Be transparent—disclose when AI is involved
• Stay accountable—keep humans in the loop

What rules are you setting for AI in your business? 👇

#AIEthics #ResponsibleAI #SmallBusinessAI

Most AI governance frameworks describe what should happen. Four components, three operating models, and one constitutional wall describe what holds when capability exceeds control. The dividing line: if no named human stands at the checkpoint with binding authority, the framework is Responsible AI regardless of what the policy calls it.

Open source at https://basilpuglisi.com/haia-human-artificial-intelligence-assistant/

#AIGovernance #CheckpointGovernance #OpenSource #ResponsibleAI #AIassisted

All right #content people, where do you get images for your content these days? We've experimented with #AI art. But we've found open source images with a snazzy filter (like the image for this blog: https://wagtail.org/blog/gsoc-2021-wrapup/) work just as well.

Can there be a #ResponsibleAI approach to generating art? If not, how do you source your art?

#Wagtail #AI #CMS #Art #OpenSource

What should be the AI commandments everyone should know?

Asked an LLM "Do good people tend to gravitate towards good people?". The answer was a very reassuring list of 7 reasons why they do.

Was happy to hear that but was wondering "What are counter arguments?" and was presented by a list of 10 perfectly reasons why not.

In both cases not one critical thought. We desperately need to teach the main pitfalls of using LLMS.

My top 3:

* beware of affirmation bias
* beware of hallucinations
* beware of legal complications (do not use & share confidential information)

What are your additions?

#ai #responsibleai #llm #aieducation #aislop

Karen Hao interviewed 90+ OpenAI insiders for Empire of AI. Her conversation on The Diary of a CEO documents how AI companies fund researchers studying their own systems, shift AGI definitions by audience, and pick capabilities by market value rather than general intelligence. Primary source material for governance practitioners.

https://youtu.be/Cn8HBj8QAbk?si=DH_QgRpRlGJ5mhuU

#AIGovernance #EmpireOfAI #CheckpointBasedGovernance #ResponsibleAI #AIassisted