Are you looking for better ways to understand, and keep up with, AI technologies and how AI use and un-principled misuse impact:
People & Places (who & where),
Products & Platforms (what),
Practices & Processes (how & when)?
Wondering why & how to use data and AI tools ethically and wisely in some or all of these contexts?
â6 âPâs in AI Pods (AI6P)â is designed just for you, and itâs FREE! Weâre writing here to share our experiences with AI and data in all 6 âPâs and help you cut through the noise.
We aim to post new content at least weekly - sometimes more often. The world of AI is moving and changing FAST, and isnât likely to slow down any time soon! However, some of our âscuba divesâ take time to research and do justice to the topic.
Our series on the ethics of generative AI for music is an example. In the last 9 months, we published over 40 articles and detailed company profiles in this space.
Our âAI, Software, and Wetwareâ interview series launched on August 1, 2024. Weâve published 36 interviews in 2024 and weekly episodes are continuing in 2025. New audio and text interviews will be posted on Thursdays at 6:06am ET. If available, bonus text-only interviews will be posted on Mondays at 6:06am ET.
Posts with đŁď¸ in the title have audio voiceover. You can listen directly in the Substack app or browser, or in Apple Podcasts, Spotify, Pocket Casts, Overcast.fm, YouTube Podcast, and YouTube Music. (See this page for more info on podcast setup, if needed.) Note: Read-aloud is now available in the Substack browser or app for all other posts.
Newsletter sections
Each of the 6 âPâs has its own newsletter section. Each post will be published in the newsletter section for its primary P, with labels for other âPâs where the content impacts more than one. Thereâs definitely overlap, as this graphic illustrates:
Everything in this newsletter is based on seeing the world of AI and data through the lens of ethics. Principles are really the âpodâ for all 6 âPâs. (We also have a section on AI Fundamentals where we provide gentler introductions to basic concepts.)
To keep email volumes lower, profiles of AI companies are in a separate section now, called profiles. Subscribers are NOT opted into that section by default.
If you care more about some âPâs than others, or if you do want to be notified of new company profiles, you can subscribe or unsubscribe to individual sections as you like, here. Instructions are here.
If youâre interested in a higher-level view on AI and data, or adjacent topics, consider subscribing to Agile Analytics and Beyond, our sibling newsletter (also FREE). I cover little-A agile, Business, Culture, Data (and AI), Equality, and Technology there. You can subscribe to as many or as few sections as you like there, too; instructions are here.
đ Looking for specific topics related to AI and data? Try our new custom Google Search Engine. Itâs configured to help subscribers quickly find articles of interest, whether theyâre posted here in AI6P or in Karenâs personal newsletter.
My publishing policies
Newsletter Policies: AI images | AI usage | Donations | Privacy | Terms of Service
All 6P newsletter articles will be 100% human-authored (no bland AI-generated texts or hallucinations here). Hereâs why. I also wonât use AI-based image generators that arenât ethically trained. This post explains why. The tools I do use are listed here.

Why subscribe?
My collaborators and I come from industry and academia and have decades of experience with data, machine learning, and intelligent systems worldwide.
Weâve analyzed technical and personal data across a broad swath of technical domains: healthcare, aerospace, military, transportation, fleet logistics, datacom, telecom, power grids and devices, clean energy, robotics, industrial automation, and automotive. As a result, weâve gained insights into how techniques and issues can cross over (for better or worse) from one domain to another.
Weâve learned dozens of programming languages and data analysis tools, and are continuing to learn the latest AI/ML technologies.
Subscribing gives you free, full access to the newsletter and puts every new article right in your inbox (if you choose) or app (if you use it). You also gain access to the subscriber-only chat:
At this point, I havenât yet enabled any premium features for paid subscribers. Paid subscriptions and tips (buy me a tea) are welcome and appreciated as voluntary donations only. If you have ideas for content youâd like me to provide that might be best reserved for a limited audience, do let me know.
Please feel free to share this publication with friends - the more, the merrier!
If youâre interested in guest posting, cross-posting, or collaborating in some other way, drop me a note!
Starter List
Here are some popular posts to get you started:
âAI, Software, & Wetwareâ interview series (ongoing)
Series on Ethics of Generative AI for Music (ongoing)
More AI ethics:
âFive Dimensions of Responsible AI (and how most tech companies fall short)â (coming soon)
Some AI Fundamentals:
AI technologies: If your interest is more technical, here are some links to recent popular articles on AI agents and technologies (in the Practices & Processes section):
Join the crew
Be part of a community of people who share your interests. Participate in the comments section and Notes, or create your own Substack and dive in with us!
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