Cingularis

04/11/2026

The scary part isn’t that AI can hack. It’s who gets access to it, and how fast.

I spent time -- i.e. ChatGPT spent thinking time -- this week looking at how the major AI labs are handling a growing reality: their models are getting good enough to find and exploit security vulnerabilities.

Anthropic is holding back its most advanced model due to risk.
OpenAI is releasing powerful systems with layered safeguards and monitoring.
Google is building structured safety thresholds while real-world misuse is already showing up.

So yes, there is responsibility. But there is also pressure to move fast and not fall behind.

That tension is where things get real.

For small business owners, this isn’t abstract. AI is moving from “helpful tool” to something closer to infrastructure. It can save time, improve operations, and strengthen security. It can also introduce risk if used without clear boundaries.

The goal is not to avoid it. The goal is to use it with intention, with awareness of what it can do, and with simple guardrails in place before it touches anything sensitive.

If you want the full breakdown, I wrote it out here:
https://cingularis.com/the-scary-part-isnt-that-ai-can-hack-its-who-gets-access-to-it-and-how-fast/

This is exactly the kind of thing we work through inside the AI Lab.

04/09/2026

Lately, I’ve noticed something… odd.

Twice now, across two completely separate ChatGPT accounts, I’ve had random Arabic words show up right in the middle of otherwise normal responses.

No context. No explanation. Just… there.

So naturally, I asked why.

Here’s what I got back (summarized):

The word meant something like “attraction” or “reveal”
It matched the general idea of the sentence
The model just… inserted it instead of the English word

No intent behind it.

Which raises a fascinating question: How is an LLM actually “thinking” when it chooses words?

Because it’s clearly not thinking in English the way we do. It’s predicting what comes next based on patterns. Not meaning first. Not language first. Patterns first.

And sometimes… those patterns cross languages.

Now here’s why I think this matters (beyond just being interesting): What happens if that slips into something important?

- A client proposal
- A legal document
- A healthcare communication

That’s not just quirky anymore. That’s risk.

This is why I keep coming back to the same idea: Lead with your heart. Finish with your brain. Use AI to explore, draft, and expand. But don’t skip the human step. Because AI doesn’t “know” what it said. It’s just predicting the next word based on everything it’s seen before.

Here's the thing. Part of me finds this really cool. The idea that underneath language, there’s this shared layer of patterns. And different languages can point to similar ideas in that space, So occasionally, something from a completely different language slips through.

That’s kind of wild.

And now I’m curious: Have you seen this happen? Random words from another language showing up in AI outputs? Or anything else that made you stop and go, “Wait… what?”

I’d love to hear what you’re noticing. Because I think these little moments tell us a lot about what’s really going on under the hood.

04/08/2026

Let Your Brand AI Teach You, Not Just Answer You

Most people use AI to get answers. And it’s great at that. But recently, I tried something different: I uploaded a workbook into one of my Custom GPTs and had it walk me through it step by step. Not summarize it. Not rush to conclusions. Actually guide me through the thinking. The result wasn’t just a better plan—it was a plan that felt aligned with who I am and how I want to build. That shift—from answers to guidance—is where AI really starts to become powerful.

If you’re using AI in your business, try this: give it something structured and ask it to lead you through the process. Let it teach. Let it question. Let it reflect. Then bring your own judgment to the final result.

I unpack the full story (including how this led me to a “let’s see what happens” approach to scaling) here:
👉 https://cingularis.com/let-your-brand-ai-teach-you-not-just-answer-you/

If you’ve only been using AI for quick outputs, this might open up a whole new way to think with it.

Gemini-created image. :)

04/07/2026

If you care about where Gilbert is headed—and how technology is shaping that future—this is a conversation worth being in the room for.

Roots to Rockets: Gilbert’s Tech Story Catalyst

As part of , this event brings together leaders across government, enterprise, education, and entrepreneurship to share how Gilbert has quietly become a place where innovation actually works.

You’ll hear real stories about:

- How ideas start and scale here

- What it takes to build and keep talent locally

- Where growth gets hard—and what helps you push through

- Why companies are choosing to stay and grow in Gilbert

This is a practical look at what’s working, what’s not, and what’s possible when a community builds something intentionally.

Each speaker (including ME!) will share their perspective, followed by a moderated panel and audience Q&A.

📍 Gilbert, AZ
📅 Details + registration: https://partiful.com/e/c3mOGrWaaIRodg2yH3Dt

Includes lunch!

If you’re building, leading, or just curious about the future of tech in , come be part of it.

03/25/2026

Stop Re-Uploading the Same File in ChatGPT

If you’ve ever uploaded the same PDF, proposal, or notes into ChatGPT more than once, this new file library feature is a quiet win. Your files now live in one place, so you can grab and reuse them across conversations instead of starting over every time. Even better, files inside Custom GPTs stay separate, which keeps your workflows clean and focused. It’s not a flashy update, but it removes friction in a way you’ll notice quickly.

👉 https://cingularis.com/a-simple-way-to-keep-your-chatgpt-files-organized/

03/24/2026

What I'm hearing from many about AI these days is that either people haven’t really started, or they’ve tried a few things and it hasn’t really clicked. OR...some have really dived in and need some guidance on how to implement those advanced tools.

So I’m opening up some time this Friday to just talk it through. I promise no sales pitch other than a mention of The Cingularis AI Lab memberships. This is simply an opportunity to ask real questions and get answers. Which model to choose. How to prompt for your desired outcome. Tips and tricks.

If that sounds helpful, sign up and bring whatever you’re working through: https://lnkd.in/gkgma4Nz

It's free. No obligation. Just real info.

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Explore Ask Stuart Anything Friday (ASAF) space in The Cingularis AI Lab

03/20/2026

Small-Business Owners Don’t Want AI to Replace Their Best Work

I’ve been digging into Anthropic’s new study on how professionals actually feel about AI at work, and one theme stood out right away: most people are not simply “for” AI or “against” it. They’re drawing lines. They’re figuring out what they’re happy to hand off, what they still want control over, and what parts of their work feel too personal or too important to outsource.

For small-business owners, especially solo operators and creatives, that feels very real.

A lot of us do not want AI to replace the work that makes our business meaningful. We want it to help with the parts that drain time and energy so we can stay closer to the craft, the client, and the calling.

That’s where my mantra keeps coming back: lead with your heart, finish with your brain. Let AI support the drafts, the admin, and the background work. Then bring your own judgment, voice, and care to the final result.

I wrote more about the study, what it means for small-business owners, and how it connects to my AI Ethos here:
👉 https://cingularis.com/small-business-owners-dont-want-ai-to-replace-their-best-work/

It also links out to Anthropic’s research and my Ethos if you want to go deeper.

03/19/2026

I keep seeing the same thing.

Business owners are either:

* not using AI yet
* or they’re overwhelmed with the possibilities

Some even have a custom AI already.

But they’re still asking:

“What else can I do with this?”

That’s the gap.

Not how to build AI.
How to actually use it.

So I created something around that.

It’s called the Cingularis AI Lab.

It’s where I help people figure out how to actually use AI in their business—practically, not theoretically.

If that’s something you’ve been thinking about, here’s the page:
http://ai-lab.cingularis.com/

If you'd like to know more, set up a time with me: https://calendly.com/spreston/ai-call

03/18/2026

AI Is Hungry — for Energy and Water

We talk a lot about what AI can do. But we talk a lot less about what it *costs* to run.

Behind every prompt, image, and model is a network of massive data centers. And those facilities require enormous amounts of electricity and water to keep the systems running and cooled. As AI adoption accelerates, this infrastructure challenge is becoming a bigger part of the conversation.

For businesses and communities, it raises important questions: Where will these data centers be built? How will they affect local power grids and water supplies? And how do we balance innovation with responsible resource use?

I unpack some of the realities behind AI infrastructure — and why it matters for the future of technology and sustainability — here:

👉 [https://cingularis.com/ai-data-centers-energy-and-water/](https://cingularis.com/ai-data-centers-energy-and-water/)

If you’re excited about AI (like I am), it’s also worth understanding the systems that make it possible.

03/17/2026

AI Training for Small Businesses: What Your Employees Actually Need to Learn

A lot of companies are starting to talk about “AI training” for their teams. But the real question isn’t whether your staff should learn AI—it’s what they actually need to learn to make it useful.

In most cases, employees don’t need to become data scientists or prompt engineers. They need practical skills: how to think with AI, how to ask better questions, how to verify outputs, and how to use these tools responsibly inside their daily workflows.

When teams learn those fundamentals, AI stops being a novelty and starts becoming a real productivity partner.

I break down the skills that actually matter—and how small businesses can approach AI training without overwhelming their teams—here:

👉 https://cingularis.com/ai-training-for-small-businesses-what-your-employees-actually-need-to-learn/

If you’re thinking about bringing AI into your organization, this is a good place to start.

If you want to discuss some training for your team, comment "TRAINING", and we'll schedule a time to review your company's AI plan.

02/23/2026

Who's coming to talk AI and Entrepreneurship with me?

Practical, human-centered ways to use AI as your creative and operational partner.