Mollie Amkraut Mueller just published her predictions for AI in 2026, and I haven’t been able to stop thinking about it.
Not because I disagree. Because she named things I’ve been watching from a different angle - and the conversation we need to have sits right in that gap between her observations and mine.
So this is my response. My additions. The things I’m seeing from where I stand.
Here’s what jumped out:
Fractionals reshape power
This is the next-order effect I don’t see talked about enough.
As solopreneurship and fractional work normalize, the power dynamic inside organizations shifts.
When expertise walks in with options - and doesn’t need your ladder, title, or politics to survive - the leverage changes.
Fractionals who know how to use AI won’t just execute faster. They’ll see systems more clearly, challenge bad assumptions, and move between silos in ways full-time roles rarely allow.
This is going to be uncomfortable for organizations built on dependency and hierarchy.
Good.
Personal software + the end of the consultant telephone game
Mollie’s right that people will build their own mini apps instead of paying for generic software. But this feels seismic for a reason she didn’t name.
For decades, tools were built through layers of translation.
People with the problem told consultants. Consultants told product teams. Product teams shipped something abstracted, bloated, and hostile to the actual work.
AI collapses that distance.
The people who feel the pain can now build the fix.
I’m especially watching this in HR, Ops, and People teams - folx who have been forced to use tools that actively fight their judgment.
This is agency returning to work itself.
Less middleware. More “I built the thing I actually needed.”
Personal agents go mainstream
I agree with Mollie, and I’ll add this.
The successful agents won’t be impressive. They’ll be quiet, specific, and boring in the best way. They’ll feel like a competent assistant who doesn’t ask follow-up questions at the worst possible time.
If an agent makes someone feel stupid or exposed, it’s dead on arrival.
Data, but make it consensual
Mollie predicts we’ll get comfortable with ambient data collection - meetings recorded, wearables tracking patterns, calendars fed into AI tools.
I think comfort with personal data collection hinges less on age and more on trust.
People don’t hate data capture. They hate extraction without agency.
The winning models here will be opt-in, legible, and reversible.
Who owns the data. Who benefits. Who can turn it off.
That’s the real adoption curve.
Digital to physical
Yes, and I love how Mollie named this gap.
We’ve unlocked infinite creation but left people stranded at “cool… now what?”
The company that wins here won’t sell printing. They’ll sell completion.
The relief of holding something finished. The joy of a thing leaving your head and entering the world without five extra steps and three forms.
Leaders get strict about AI adoption
Already seeing it. And it’s messy.
Mandates without meaning. Pressure without support.
The leaders who get this right will frame AI as load-bearing relief, not surveillance or speed theater.
The ones who don’t will quietly lose their most capable people first.
Vibe coders, expanded
Mollie quotes Nathaniel Whittemore on “internal forward-deployed vibers” - people who help teams figure out how to use AI coding tools.
I love this framing, and I’d widen it.
This isn’t about coding. It’s about translation and imagination.
The most valuable people right now understand:
how work actually happens
where systems break humans
and what’s now possible if we stop accepting stupid constraints
Those people don’t sit neatly in engineering. They live everywhere the friction lives.
The time paradox
This is the sharpest truth in Mollie’s piece.
AI doesn’t give us time. It gives us choice.
And choice exposes values.
Some people will work more because they can. Some will work less because they finally realize they’re allowed.
The tech isn’t deciding. We are.
What I hope this all unlocks
This is the part I care about most.
I want AI to be a mirror that helps women hear themselves think.
To experiment without asking permission. To build confidence through doing, not credentials. To recover agency, autonomy, and voice in systems that trained them to shrink.
And yes - if along the way it helps dismantle a few patriarchal defaults baked into how work has always been done, I won’t be mad about it.
This reshaping of power - fractionals with options, expertise walking in untethered from hierarchy - is exactly why I’m building Fractional Fusion Lab.
Synthesis over silos.
A place where fractional experts collaborate with AI and each other to dismantle the very structures that isolated their expertise in the first place.
Less “stay in your lane.” More “why is the lane here at all?”
2026 doesn’t feel like a tech milestone to me. It feels like a reckoning.
Not just with tools, but with what we’re willing to keep tolerating.
Thanks for naming so much of what’s coming, Mollie. Now let’s see what people choose to do with it.
💜