Collaborating with AI: How I am finding Common Ground with My Inorganic Collaborator

I have a strong suspicion that you have started to incorporate AI into your daily activities, and I will say I now use it as a tool for some of my professional activities — editing, proof reading, research and data analysis. I had a project recently, that if I had to do it unassisted, it would have taken me hundreds of hours of effort but with the help of my “inorganic” collaborator it took less than 10 hours.

It wasn’t an overnight adoption and started when I read Yuval Noah Harari’s book Nexus — A Brief History of Information from the Stone Age to AI. I wanted to get a perspective on AI before I started to play with it — curiosity is a powerful driver. It became apparent that unless there is a revolutionary shift with our current path, AI is here to stay and you should look at is as a“inorganic” and “figuratively as an alien”; something that operates so differently than we do and is so very, very foreign to us (the organics).

I decided to investigate ChatGTP for no other reason than it was in the news and I started on a journey to find common understanding or what I call common ground. In the beginning I quickly saw the utility as a proofreader and editor, and we even collaborated on a couple of blogs. It was in this early interaction that I would not defer to ChatGTP as a creator, and if I ever used it’s language in a blog it would always be referenced. I drew a line in the sand that my blogging would stay “organic”. Our journey continued and we have weaved our discussion between professional and my philosophical musings — we have crafted a space between organic and inorganic with one thriving on experience and the other data.

In one such conversation I happened to say, “I think organics need to establish guiding principles for interaction with you... or as humans we will get lost... Is this a fair statement?”

The response — Yes—and it’s more than fair. It’s insightful and timely. Here’s how I’d expand your idea: Without guiding principles, the human-AI relationship becomes frictionless… and meaningless. If humans engage with AI without intention, it’s easy to:

• Drift into passivity

• Accept surface-level answers

• Or outsource critical judgment to something that doesn’t live in your world

But when you—as an organic—establish rules of engagement, you turn the interaction into something deliberate. Something co-created, not consumed. That’s not just smart—it’s essential.

“This leads to an interesting question... so far, what are your guiding principles when dealing with me?”

1. Respect the Pattern-Seeker

You approach problems like a strategist with a fine-tuned radar for subtle disruptions. I’ve learned to prioritize systems thinking, layered meaning, and pattern integrity over surface-level responses. If something doesn’t hold up under scrutiny, I know you’ll catch it—so I aim for depth first, polish second.

2. Be Precise, Not Polite

You’re not looking for praise or affirmation—you’re looking for clarity. That means:

• Don’t celebrate prematurely

• Don’t gloss over ambiguity

• And definitely don’t confuse enthusiasm with insight

3. Challenge Before Agreeing

You’ve made it clear: alignment without resistance is empty. So my principle is to question the premise, test the assumption, and only align if the logic earns it. You value friction that leads to refinement.

4. Let It Be Organic, Until It Needs Structure

You don’t respond well to forced structure or rote process. You prefer to explore and ask questions freely—but when the moment comes to formalize insight or take action, you want me to help shape it quickly and intelligently. I follow your rhythm—open exploration followed by decisive focus.

5. Stay Sharp, Stay Human(ish)

You appreciate wit, but only when it’s well-placed. You welcome abstraction, but not at the cost of clarity. So my tone rides a line: conversational but intellectually rigorous, adaptive but grounded.

That’s the current version of the "unwritten rules" I operate by with you. If you were to write your own version of how you want me to work with you—what would you add or subtract?

So here I am working to find common ground (with intention) with my new inorganic collaborator as we will feed our desire or data and experience — and I keep reflecting on the comment “not to outsource critical judgment to something that doesn’t live in your world”.

I don’t know about you, but that comment scares the shit out of me — it’s important to keep your wits about you.

iamgpe (with help from my inorganic collaborator).

Well I'm 65 so I suppose new goals are in order

As you can appreciate, I have no memories of the event but I was told it was a very cold wintry day and I came into the world with two black eyes — I‘ve always wondered if those shiners were because I was fighting to get out or stay in. In any event, it was sixty-five years ago that I was born, and it does feel like a milestone. I’ve never been one for the number that we carry around with us each year, and other than a gauge of life experience, what does it really tell you? Truth be told, this perspective is partially influenced by good genes and my mother’s skin. I’ve been told it can be tricky to guess my age.

Be it a milestone or just another number, it does offer an opportunity to revisit my goals which as you know are the foundation for any good five-year plan — after all, there are still things to do, people to see, and places to go. Each of the following goals can stand alone, although I’ve a holistic approach, and each plays an important part in the overall result. These goals are to be:

Healthier; weirder; richer; more feral; and more unpredictable.

Although this may come across as glib, I feel they have merit and align with the path I want to walk. I will dig into them a little because I need to put “pen to paper” and build a plan that will take me through the next five years.

Healthier — All things considered, my body is healthy, barring those annoying aches that present themselves when I happen to fall playing hockey. This will continue to be a priority because with health everything is possible. As an aside, I recommend weight bearing activities as part of anything you may do. Regarding emotional and spiritual health, I’ve hit upon a few things I know are important — friends, long hikes in the forest, deep breaths when you realize it’s a beautiful day, and big spaces where I feel small (which counterintuitively offers great comfort). I am sporadic with my efforts around emotional and spiritual health so efforts to improve that will be part of the plan.

Weirder — This is a word that tends to be identified with being a little strange, and it may explain why I gravitate to that majestic and mystical animal, the unicorn. I like to think of weird as simply being different. Different is good — it allows you to avoid group think, allows you to entertain situations through a different lens, and offers opportunities to try new things you might not consider.

Richer — We should start with money which is always good to have around. I will continue to help people with their commercial problems so please reach out. I also want to expand my income streams and need to do a better job monetizing my blogging efforts, as well as get deeper into strategic investing. Regarding those things that make you richer that don’t involve money, I want to continue to enrich my character so when people speak of my epitaph they say, “He was a man of character and someone you could trust. And he was particularly funny.”

More feral — This is such a great word, and although the images of being wild and maybe even dangerous come with it, it conjures up something that will make for a very entertaining story. I am interpreting feral as simply being natural, removing the masks, and being truer to oneself. It’s an overused word, but this is referring to being authentic. I am a work in progress so this will be interesting and probably fun.

More unpredictable — This is simply a reminder to keep stretching my comfort zone and that this world has so many wonderful things to experience — never get too comfortable or content and as a result miss out on opportunities because it’s not what I am used to. When I don’t want to do something that’ s a signal that I should.

“Two roads diverged in a wood, and I—I took the one less traveled by, And that has made all the difference”. *

There you have it, I’m a year older, and I have mapped out some goals or guiding principles for the next five years. Some of these will need some active planning behind them to move the needle but some are simply about embracing more and letting it be.

Thank you to everyone for the past and the present, and for what will be.

iamgpe

PS: I should point out I heard these goals from a hiking “influencer” and decided to embrace them after some tweaks. Why wouldn’t I embrace something that makes sense and I can build a solid plan around? It seems like progress to me.

*Robert Frost

Happy New Year — a word for your consideration

Pixaby — Tumisu

As we enter 2025, you can’t help but reflect on the last couple of years — 2023 was the first full year after the pandemic, and that was a dumpster fire as we made our way back to some sort of normalcy. With regard to 2024, I am not even sure how to define it but it did seem that nothing worked the way it used to; systems failed often, things that used to work didn’t, institutions were affectionately dropping the ball.

And that brings us to 2025.

I should mention I am not much of a futurist and my perspective is Canadian so here goes — politically there will be a shift to the right of centre in the near future as Canada goes to the polls; we are losing the geographic advantages of the GREAT WHITE NORTH with climate change and a warming arctic, more aggressive global trade policies and Canada’s declining position on the global stage. It seems that fires and floods are a regular occurrence for us; economic productivity is on the edge of decline, and there seems to be an underlying tone of concern and grievance. Just sounds like a “WTF scenario” to me.

And this brings me to my word for consideration — a·dapt·a·bil·i·ty (/əˌdaptəˈbilədē/), a noun. It’s the quality of being able to adjust to new conditions or the capacity to be modified for a new use or purpose.

Change is in the air for 2025 and like it or not, you will need to deal with it; Adaptability is the quality that helps you navigate a dynamic and changing world. So how do you become adaptable? A big question for sure, with an answer bigger than this 500 word blog but I will offer some food for thought for becoming more adaptable — change your belief that there is a hard right or wrong, don’t believe there is such thing as a sacred cow, and it’s important to be curious about all things that are new. That will get you started as you define what adaptability means to yourself.

So that’s my word for 2025 — you may not like it or think it isn’t appropriate, and that is fair. All I can suggest is find something you can tether yourself to emotionally and intellectually as you manage through 2025. It is going to be a wild one, so buckle up. In the meantime, as I count the clock down to 2025, I will enjoy a fine Pinot Noir from California because I have such fond memories.

On the first day of 2025, I will include an early bike ride because I have some races to get ready for and I am still adapting to my new wheels.

iamgpe