November 13, 2025
Change Management
Human-AI Collaboration
The Hardest Part Is Starting (And Why AI Actually Helps With That)
Models aren't just for answering questions. They're surprisingly effective at helping you start the work you've been avoiding.

You know the conversation needs to happen. One of your team members is struggling—performance slipping, deadlines missed, quality issues starting to appear. You need to address it. You've known for weeks.
But every time you sit down to figure out how to approach it, you find something else that needs doing first. An email. A report. A site walk. Anything but that conversation.
This isn't laziness. It's regulation.
Why Hard Things Feel Impossible to Start
Here's what's actually happening: your brain is trying to protect you from discomfort.
The conversation with your team member involves navigating complex interpersonal dynamics, potential conflict, uncertainty about outcomes, and the risk of damaging a relationship. That's a lot of emotional load before you've even opened your mouth.
So your brain says: "Let's do literally anything else right now."
This isn't unique to you. Attention and follow-through fluctuate constantly—across a day, across a week, across your career. Sleep deprivation makes it worse. Stress compounds it. The more complex and emotionally loaded the task, the harder it is to start.
Some people struggle with this more than others—adult ADHD diagnoses have surged in recent years as more people recognize these patterns in themselves. But you don't need a diagnosis to experience this. Everyone sits somewhere on the attention spectrum at different moments. After a rough night's sleep or a stressful week, even the most disciplined person can find themselves avoiding what needs doing.
The term from psychology is "emotional regulation"—your ability to manage your emotional state well enough to do difficult work. And when that regulation fails, the result is procrastination, avoidance, and work that doesn't get done until it becomes urgent.
The Co-Regulation Effect
Here's what changes the equation: another person.
When you're stuck, talking it through with a colleague often unsticks you. Not because they have better answers—often you already know what needs doing. But because the act of explaining the problem out loud to someone else regulates your emotional state enough that you can actually tackle it.
This is called co-regulation. Two people stabilizing each other so both can engage with difficult work.
It's why in-person work matters more than people admit. Yes, there's idea exchange and collaboration. But a huge part of what happens in those conversations is emotional co-regulation—helping each other stay in the zone where work is uncomfortable but doable, instead of so overwhelming that you shut down.
Models can provide a version of this.
Not perfectly. Not as well as a trusted colleague. But well enough to get you unstuck and moving.
How Models Function as Co-Regulators
There's research from the 1980s by Benjamin Bloom showing that one-on-one tutoring produces dramatically better learning outcomes than classroom instruction—about two standard deviations better. Not because tutors know more, but because they do something specific: they keep you in what's called the "zone of proximal development."
That's the sweet spot where something is hard enough to be engaging but not so hard that you give up. A good tutor constantly adjusts difficulty—breaking big problems into smaller ones, asking questions that guide without solving, providing just enough structure that you stay in motion.
Models can simulate part of that.
When you're avoiding a difficult task, you can prompt a model to help you break inertia:
"Take on the persona of a strategic advisor and an experienced executive coach. I need to have a difficult conversation with a team member whose performance is slipping. I've been avoiding it. Help me figure out how to start—not the full plan, just the first small step that gets me moving."
What comes back might not be exactly what you do. But it's a springboard. It's something to react to, refine, push against. And critically, it helps you move from avoidance to action.
A Practical Framework
When you find yourself avoiding something important, try this:
1. Name what you're avoiding and why
"I need to address this performance issue, but I'm worried about damaging the relationship and I'm not sure how to structure the conversation."
2. Give the model a role
Ask it to take on a persona that helps with the type of work you're avoiding:
- Strategic advisor + compassionate executive (for difficult conversations)
- Experienced project manager + systems thinker (for complex planning)
- Technical expert + pragmatic engineer (for gnarly technical decisions)
3. Ask for the smallest possible start
Not a full plan. Not a complete solution. Just: "What are three ways I could start this in the next 10 minutes?"
4. Pick one and do it immediately
Don't refine it. Don't overthink it. The model gave you three options—pick one and execute it in the next 10 minutes. A draft email. An outline. Three bullet points.
5. Use the momentum
That first small action changes your emotional state. What felt impossible 15 minutes ago now feels manageable. You're in motion.
What This Looks Like in Practice
Scenario: The conversation you're avoiding
You: "I need to talk with a valued team member about declining performance. I care about them, but I need change within 30 days. I've been putting this off. Help me figure out the first 10 minutes of this conversation."
Model: Reflects back the tension (preserve relationship vs. need for change), suggests three opening approaches, drafts a brief agenda you could send beforehand.
Result: You have something concrete to react to. You adjust it, send the agenda, schedule the meeting. The emotional load of "figuring it all out" just dropped by 70%.
Scenario: The analysis you keep postponing
You: "I'm worried this decision might have second-order effects I'm not seeing. I keep meaning to think it through but I'm overwhelmed by where to start."
Model: Enumerates potential second-order risks, suggests which stakeholder conversations would de-risk the path, drafts a one-page risk memo structure.
Result: You're not stuck staring at a blank page anymore. You have a framework to react to and refine.
The Connection to How We Build Tools
This emotional co-regulation function is exactly why we think so carefully about friction at xSkel.
When we build tools for manufacturing operations—daily work order monitoring, document comparison, technical Q&A with sources—we're not just automating tasks. We're reducing the cognitive and emotional load required to start them.
A project manager with 300 active work orders faces paralyzing complexity. Where do I even begin checking for issues? The emotional response is avoidance.
Our tool asks the simple questions automatically every morning and surfaces only what needs attention. The cognitive load drops from "check 300 things" to "review these 8 items." Suddenly it's not overwhelming. It's doable.
That's process-level co-regulation. The tool creates the conditions where people can actually do the work instead of avoiding it.
The same principle applies at the individual level when you're using a model to get unstuck on a difficult task. You're not asking it to do the work for you—you're asking it to help you cross the activation barrier so you can start.
Guardrails That Matter
Models aren't therapists
If the emotional load is clinical—persistent anxiety, depression, acute distress—that's not a job for AI. Talk to a professional.
You stay accountable
The model helps you start, but you own the outcome. It's a co-regulator, not a decision-maker.
High-stakes work needs sources
For decisions with real consequences, the model should cite sources and flag uncertainty. That's why our technical tools show datasheets and abstain when they can't be sure.
Try It This Week
Next time you find yourself avoiding something important:
- Write one sentence: "I'm avoiding ___ because ___"
- Ask the model for three 5-minute ways to start
- Pick one and do it immediately
- Notice what changes in your emotional state
The hardest part is starting. Models are surprisingly good at helping with exactly that.
And once you're in motion, everything else gets easier.


