Market InsightsJudd Walks #595 min readJuly 6, 2026

Speed Is Not The Point

Judd Hoffman
Judd Hoffman

CEO, Ethica AI

AI is moving fast, but speed is not the point. The point is perspective. Every new model, every new tool, every new headline. It's easy to feel behind. We all do. But please don't. The winners are not the people chasing the shiny objects. They're the people asking the better questions. What does this do to save me time? What does this do to reduce friction? What does this do to make my work better? That's the framing.

Let me sit on this, because the feeling of being behind is the most common thing I hear right now, from agents, from founders, from friends in every industry. And the feeling deserves an honest answer, not a pep talk.

Start with why everyone feels it

The pace is real. New models drop weekly. New tools launch daily. Every headline announces something that sounds like it changes everything, and by the time you've read about it, three more have shipped. If you're measuring yourself against the pace of the industry, you will feel behind every single day for the rest of your career, because no human being can match the pace of an entire industry. That's not a personal failing. That's arithmetic.

And here's the part almost nobody says out loud. The people who look like they're keeping up aren't. The person posting about every new tool has tried none of them deeply. The feed that makes you feel behind is a highlight reel of surface-level reactions, not a record of anyone actually absorbing anything. Feeling behind by comparison to that is feeling behind a mirage.

So the answer isn't to run faster. The answer is to change what you're measuring.

Speed versus perspective

Speed asks: am I up on the newest thing? Perspective asks: is my work getting better? Those are completely different questions, and only one of them pays. Nobody wins a deal, keeps a client, or builds a business because they were current on every release. They win because their work got faster, smoother, and better over time. The scoreboard has never been "who knew about it first." The scoreboard is output.

That's why the winners are not the people chasing the shiny objects. Chasing is expensive. Every shiny object costs evaluation time, setup time, learning time, and the disruption of whatever was already working. Chase ten tools a year and you spend the year in onboarding. The chasers are perpetually busy and rarely better. Meanwhile the people asking better questions adopt three tools instead of thirty, and each one actually lands.

The three questions

So here are the questions, and I want to be specific about why each one works.

What does this do to save me time? Not in the demo. In your actual week. If you can't name the hours it gives back, it doesn't give any back. This question kills most shiny objects in ten seconds, because most of them save time in a workflow you don't have.

What does this do to reduce friction? The best tools remove steps. The worst ones add a new thing to manage and call it progress. If adopting something makes your day more complicated for more than a week, the tool is friction wearing a costume.

What does this do to make my work better? This is the one that matters most and gets asked least. Time saved and friction removed are means. Better work is the end. If the answer to this one is a shrug, the other two don't matter.

Run every headline, every launch, every "you have to try this" through those three, and something calming happens. Most of the noise disqualifies itself. What's left is the small set of things actually worth your attention, and that set is small enough that nobody who filters this way ever feels behind. You can't be behind on things that were never for you.

That's the perspective shift. The pace of AI is the industry's problem. Your problem is your work. Guard the second one, let the first one race, and the feeling of being behind quietly loses its grip.

Speed is not the point. The point is perspective. That's the framing.

*Judd Hoffman is CEO and Co-Founder of Ethica AI, building AI-powered tools for real estate transaction workflows.*

Quick Takes

How do you keep up with AI without feeling overwhelmed?

Stop measuring yourself against the pace of the industry, because no individual can match the release pace of an entire field. Instead, measure whether your own work is getting better. Run every new tool through three questions: does it save time, does it reduce friction, does it make the work better. Most of the noise disqualifies itself.

Why do people feel behind on AI?

New models and tools ship constantly, and every headline sounds like it changes everything. Measuring yourself against that pace guarantees feeling behind every day. The feeling is arithmetic, not a personal failing, and the people who appear to be keeping up are mostly reacting at the surface rather than absorbing anything deeply.

What questions should you ask before adopting a new AI tool?

Three questions. What does this do to save me time, measured in your actual week rather than a demo? What does this do to reduce friction, meaning it removes steps rather than adding a new thing to manage? What does this do to make my work better, which is the end the other two serve? A tool that fails these is not worth adopting regardless of hype.

Is chasing new AI tools a good strategy?

No. Every tool chased costs evaluation, setup, and learning time, plus the disruption of workflows that already function. Chasing many tools a year means spending the year in onboarding. Adopting a small number of tools that pass a clear test produces better results than staying current on everything.

What matters more than speed in AI adoption?

Perspective. Speed asks whether you know about the newest thing. Perspective asks whether your work is improving. Deals, clients, and businesses are won on output, not on awareness of releases. The scoreboard is the quality of the work, not who knew about a tool first.

Who is Judd Hoffman?

Judd Hoffman is CEO and Co-Founder of Ethica AI, a company building AI-powered voice tools for real estate transaction workflows, backed by the California Association of REALTORS. He has nearly three decades of operating experience, including more than 15 years across real estate title, transactions, and technology.

What is Ethica AI?

Ethica AI is a real estate technology company building VoicePilot, an AI-powered tool that allows real estate agents to complete transaction forms by speaking naturally instead of filling out PDFs manually. VoicePilot is backed by the California Association of REALTORS as a free member benefit for more than 190,000 members.

Full Transcript

AI is moving fast, but speed is not the point. The point is perspective. Every new model, every new tool, every new headline. It's easy to feel behind. We all do. But please don't. The winners are not the people chasing the shiny objects. They're the people asking the better questions. What does this do to save me time? What does this do to reduce friction? What does this do to make my work better? That's the framing.

Judd Hoffman

Judd Walks

A video series from Ethica AI CEO Judd Hoffman. New episodes drop on LinkedIn.