What cognitive habits help prevent unhealthy over-reliance on AI tools?

Quick Answer: Four science-backed habits address the hidden cognitive impacts of AI integration: the 24-Hour Rule (cooling-off period between AI generation and editing), plus habits grounded in neuroplasticity research. Over-reliance on AI can cause 'mental skimming' where your brain takes cognitive shortcuts, missing nuanced errors and losing critical analysis depth. The key is maintaining the mental strain that triggers neuroplasticity.

Key Characteristics:
  • AI integration can cause 'mental skimming' where the brain takes cognitive shortcuts, making edits superficial and critical analysis shallow
  • Neuroplasticity requires both mental strain (the trigger) and deep relaxation (consolidation); over-reliance on AI eliminates the strain
  • The 24-Hour Rule creates a cooling-off period between AI content generation and editing, allowing the brain to shift from consumption to creation mode
  • For neurodivergent professionals (especially ADHD), AI tools can amplify existing tendencies toward skimming and dopamine-seeking if not managed carefully
Real Example:

Riley Coleman, who is neurodivergent with ADHD, went all-in on AI integration across writing, research, brainstorming, and data analysis. Initially productivity soared, churning out articles at twice their usual speed. But then 'mental skimming' emerged: reaching the end of documents unable to recall key points, making superficial edits, and triggering insomnia again. Having fought hard to improve memory, focus, and sleep, Coleman refused to backslide and developed science-backed habits to restore healthy work rhythms.

Article

4 New AI Work Habits – For Healthy Balanced Use

Master AI design leadership with Australia’s expert guidance.

Riley ColemanRiley Coleman
November 07, 2024·6 min read

4 New AI Work Habits

A Neurodivergent Perspective

The hidden cognitive impacts of AI integration

The science behind our brain’s adaptation

4 new habits for maintaining healthy AI ways of working

G’day!

Buckle up. I’m about to take you into my journey through AI integration. I faced unexpected cognitive challenges. I developed science-backed habits to create a healthy balance with using AI tools.

As AI tools, like writing assistants and data analysis, become common in our work, have you considered what this digital dance is doing to your brain? The cognitive impact might surprise you.

The AI Honeymoon Phase

Over the last year and half, I decided to go all-in on AI. I integrated it into almost every aspect of my work:

  • Writing: Using Claude for drafting and editing (blogs, reports, presentations)
  • Research: Employing AI-powered tools to summarise research papers and market reports
  • Brainstorming: Collaborating with AI for idea generation and problem-solving
  • Data Analysis: Leveraging machine learning models to help me understand large chunks of data

At first, it felt like I had discovered a superpower. My productivity soared. I was churning out articles and processing research papers at twice my usual speed. For someone with ADHD, this felt like such a rush.

The Cognitive Curveball

But then, something strange started happening. I noticed that, when reviewing AI-generated content or long chat transcripts, my brain wasn’t fully engaged.

It was like my mind was skimming over the details, taking cognitive shortcuts. I’d reach the end of a document and realise I couldn’t recall key points.

This “mental skimming” began to affect my work:

  • My edits became superficial, missing nuanced errors
  • My critical analysis of AI-generated ideas lacked depth
  • I struggled to synthesise information from multiple AI-assisted research sessions
  • I was starting to trigger my insomnia again

ADHD Insight: For those of us with ADHD, our brains are already prone to skimming and seeking dopamine hits. AI tools can inadvertently amplify these tendencies if we’re not careful.

This realisation was a huge wake-up call. I have had many problems with memory, focus, and insomnia. I now know it’s due to my ADHD. So, I have always wanted to learn how to improve these areas. I have fought really hard to improve my memory, focus and sleep and I wasn’t prepared to backslide in these areas.

The Science of Neuroplasticity

Our brains are incredibly adaptable. They constantly form new neural connections and prune unused ones. Neuroscientists call this process neuroplasticity. This is the biological basis of learning and skill development.

Leading Neuroscientist Andrew Huberman explains it perfectly:

“Neuroplasticity has two parts. One is the trigger – the mental strain you feel when you’re learning something is the trigger for neuroplasticity for your brain to change. The second part is deep relaxation. That’s when the connections between neurons called synapses actually get stronger.”

Our brain continues to change

This insight is crucial. Over-reliance on AI may mean we miss the ‘trigger’ of mental strain. We also need a break to relax and consolidate.

It’s like trying to build muscle without either the workout or the recovery period.

Quick Check: Think about your last AI interaction.

Did you feel mental strain (good!) or was it in a passive consumption mode?

4 New Healthy Habits for AI+Human Collaboration

With this knowledge, I began mapping out better micro-habits. I aimed to restore healthier work rhythms and boost my neuroplasticity.

Habit 1: The 24-Hour Rule

What & Why:

  • Create a ‘cooling off’ period between AI content generation and editing sessions
  • Allows your brain to shift from consumption to creation mode
  • Helps identify logical gaps and flow issues
  • Reduces cognitive shortcuts and assumption-making

Common Challenges & Solutions:

Tight Deadlines?

  • Break content into smaller chunks with mini cooling periods
  • Use 2-4 hour breaks with physical movement (e.g go for walk, get lunch)
  • Take advantage of ADHD hyperfocus periods for deep review

Multiple Projects?

  • Consolidate them into Creation Session and Editing Session
  • Use different coloured folders for different stages
  • Set up project-specific timers

Success Indicators:

  • Fewer logical jumps in final content
  • More original insights added during editing
  • Stronger connection between sections
  • Better retention of content details

Habit 2 – Pen and Paper Revival

What & Why:

  • Start day with a least 30 minutes of freehand writing
  • Engages different neural pathways
  • Improves information retention
  • Boosts creativity through physical movement

Practical Steps:

Morning Pages:

  • 3 pages of stream-of-consciousness writing
  • No devices nearby
  • Use timer for structure
  • Different coloured pens for different thinking modes
  • Photo to create digital backup

Success Indicators:

  • Improved idea generation
  • Better meeting recall
  • More organised thoughts
  • Reduced digital overwhelm

Habit 3: Human-First Brainstorming

What & Why:

  • Solo brainstorming before AI consultation
  • Preserves original thinking
  • Creates baseline for comparing AI suggestions
  • Maintains creative confidence

Structured Approach:

  1. Initial Phase (+ 10 mins):
  • Individual brainstorm
  • Focus on quantity over quality

2. AI Enhancement Phase (+15 mins):

  • Feed yours ideas to AI
  • Ask for specific expansions – different perspective, new ideas etc
  • ALWAYS sense-check AI suggestions with real world applicability.

Habit 4: AI Time Boundaries

What & Why:

  • Restrict AI interactions to before 4pm
  • Avoid at night and minimise on weekends
  • Prevents cognitive overwhelm
  • Supports better sleep hygiene

Daily Schedule:

Peak Creative Hours (9am-12pm)

  • Human-first ideation
  • Complex problem-solving
  • Original content creation

Collaboration Hours – with people & AI (1pm-4pm)

  • Content enhancement
  • Research expansion
  • Data analysis

Reflection Hours (4pm-5pm)

  • Review AI-assisted work
  • Plan next day’s tasks
  • Set priorities

The Results

After a month of consistently applying these habits:

  • The quality of my creative content increased significantly
  • I could recall what I was learning and creating much better
  • My overall work satisfaction improved
  • My ADHD symptoms became more manageable
  • My sleep patterns stabilised

ADHD Win: The approach helped reduce decision fatigue and made it easier to start tasks!

Your Turn

  • Which micro-habits resonate most with your working style?
  • How do you maintain cognitive engagement when using AI?
  • What strategies have you developed for your own neurodivergent needs?

Let’s start a conversations about finding a good healthy balance when working with AI. In this fast-changing digital world, sharing our experiences helps us grow, adapt, and stay sharp!

Remember: These habits aren’t about perfection – they’re about progress. Start small, adjust as needed, and celebrate your wins along the way.

Want to learn more about Neuroplacticity – really recommend checking out Andrew Huberman’s Youtube on

Until next time – Take it easy!

RC

Written by

Riley Coleman

Founder, AI Flywheel

Riley helps design leaders build trustworthy AI experiences. They have trained 304+ designers and led 7 cohorts of the Trustworthy AI programme.

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Frequently Asked Questions

What is the 24-Hour Rule for AI use?

The 24-Hour Rule means creating a cooling-off period between AI content generation and editing sessions. It allows your brain to shift from consumption to creation mode, helps identify logical gaps and flow issues, and reduces cognitive shortcuts and assumption-making.

How does AI use affect the brain according to neuroscience?

Neuroscientist Andrew Huberman explains neuroplasticity requires two parts: mental strain (the trigger) and deep relaxation (consolidation). Over-reliance on AI removes the mental strain needed for brain adaptation, like trying to build muscle without the workout.

Are neurodivergent professionals more vulnerable to unhealthy AI habits?

Yes. The article provides an ADHD-specific perspective, noting that brains already prone to skimming and seeking dopamine hits can have these tendencies amplified by AI tools. Riley Coleman experienced this firsthand.

What are the warning signs that AI is affecting your cognitive health?

Key signs include: reaching the end of documents and being unable to recall key points, making superficial edits that miss nuanced errors, struggling to synthesise information from multiple AI-assisted sessions, shallow critical analysis of AI-generated ideas, and disrupted sleep patterns.