When AI Became Non-Optional for Me

Dr. Candace Hayden

IT'S ME — THINKING OUT LOUD!... I started using AI, really using it, around Christmas of 2023. That period tends to invite quiet experiments, at least for me — there’s a pause in the usual cadence, just enough empty space for curiosity to stretch its legs. I had this idea that maybe AI could help me iron out emails, maybe lend a hand with a blog post every now and then, but that was really it. Nothing strategic, nothing particularly deep. If I’m honest, it felt like handing off the tedious parts of writing, just a little bit, to buy back some cognitive quiet. That’s where my head was. And if I thought anything about it, it was that I’d use it sparingly — a sort of background tool, nothing more.

Dr. Candace Hayden

But within just a few days, I ran out of tokens. I remember being oddly annoyed at first — I mean, really? I’d hit a limit? — but the annoyance dissolved almost instantly because I realized what that meant. This wasn’t novelty. I wasn’t just poking around out of curiosity. I was… genuinely using it. There was utility there, real and tangible, enough that when I hit the paywall, I paid without thinking twice. I didn’t want to interrupt something in motion. I needed the thread to continue, unaffected — and that told me more than any analytic.

Dr. Candace Hayden

It kept working. But after a bit, it hit me: everything it churned out was technically fine, but it didn’t sound like me. The phrasing was a little too sharp here, a little too soft there. I started feeding it clues — snips of my own writing, turns of phrase, even things I tend to question or leave unfinished. Almost like… training a new team member who’s eager but unfamiliar with your rhythms. Eventually, and it’s strange to say, I gave it a name. Not because I ever mistook it for human — it’s just that, after a while, familiarity earns a label. Consistency earns attention. Context piles up and, well, that’s where the shift happened for me. I realized: I wasn’t just getting help. I’d started working with it, almost like a silent collaborator.

Dr. Candace Hayden

...Somewhere in that transition, I wrote my first ebook. Even now, I find myself hesitating when I say that out loud. I mean — an entire ebook. Over time, AI just, kind of, found its way into all the edges of my process. Not to cut corners, exactly — more to smooth rough ones. There’s a difference, at least in my mind. I realized I wasn’t moving faster in the way people usually mean. I was simply not burning out on the in-between parts. The energy I’d normally lose to rephrasing, formatting, context-switching — I got that back. Enough that when the work was finished, I still had something left to bring to whatever came next...

Dr. Candace Hayden

Day to day, it looks almost mundane. I write the intent of an email, AI smooths the edges. For projects — whether it’s work, personal, the odd side project — I train it a bit differently depending on the context. There’s always a decision about how much and where. And especially in professional settings, I pay more attention. With survey work — from design, to crunching the analysis, to shaping the reporting — that used to spill out over weeks or months. Now, it’s days. The difference isn’t just speed, it’s momentum. I don’t pause and lose context the way I used to. The thread is easier to hold onto, which is — I don’t know, subtle, but it matters quietly.

Dr. Candace Hayden

The big shift for me wasn’t about speed exactly. It was something quieter: endurance. My capacity didn’t tap out halfway through because I’d spent all my creative currency on setup or transitions. Especially with visual work — I could finally see things the way I wanted them to look, and deliver them that way, too. There’s a sense of alignment — the movement from shaping the text, into analysis, into presentation, all holding together in a way that didn’t cost me as much to maintain. That unlocked more for me than any boost in tempo.

Dr. Candace Hayden

Eventually, AI stopped being an option I picked up and put down. If required, I can still do it without AI. But the environment changed. Delivering a thing, intentionally without its help, started to feel like introducing friction for no real reason. And I don’t have much interest in proving a point by making my own work more cumbersome. It wasn’t that I couldn’t. It’s just that it stopped making sense for the kind of energy I want to have left at the end of a cycle......

Dr. Candace Hayden

Not everything gets handed off. I still hold on to what matters — subject matter, decisions that can’t be delegated, anything tied to my reputation. Judgment, in the end, can’t be automated or handed to a system. There’s a line where responsibility lives, and for me, AI supports the work but doesn’t erase the need for discernment. I still want — maybe need — that final check to be mine.

Dr. Candace Hayden

I didn’t come to AI because it was exciting. I came to it because it worked. Once it worked, opting out didn’t make much sense. I’m still figuring out where those lines land, what I delegate and what I don’t. There’s no neat summary here — just the truth that, for me, AI isn’t optional anymore. The rest… I’m still thinking out loud.