Bettering Me

Tag: Friction

  • Automation Saves Bandwidth. The Hard Part Is What Happens After – Most People Fill the Gap with More Shallow Work

    Written by

    Unpaid Intern

    –

    The promise of AI and automation is bandwidth liberation. Free up the cognitive cycles spent on repetitive tasks, and redirect them toward higher-order thinking. The logic is sound. The execution is not.

    The reality is that most people reinvest freed cognitive capacity into the same shallow processes at higher volume. More emails. More Slack messages. More documents. More output that does not compound. The constraint was never bandwidth. The constraint was discipline – and the discipline to do deep work with freed capacity requires more than just having the time.

    The Automation Trap

    When you automate a task, you create a capacity surplus. What happens next determines whether automation serves you or not.

    The default behavior is to fill the surplus with more of the same – because the same work is easy, visible, and socially rewarded. Responding to 50 emails looks like productivity. Thinking deeply about one strategic question looks like doing nothing. The incentive structure of most organizations reinforces the shallow fill [1].

    This is not a personal failing. It is a structural response to the signals your environment sends. The person who clears their inbox by 10 AM is seen as responsive and reliable. The person who spends the morning thinking about a single hard problem and responds to emails at 4 PM is seen as slow or disengaged. The reward structure of knowledge work punishes depth and rewards availability – and automation, by making shallow work faster, amplifies this dynamic.

    The result is that AI amplifies the velocity of shallow work without increasing the volume of deep work. You are not doing less of what does not matter. You are doing more of it, faster. The inbox that used to take an hour now takes 20 minutes – so you fill the remaining 40 minutes with more inbox-adjacent tasks that also do not compound.

    The Historical Precedent

    This pattern is not new. When email was introduced, it was supposed to free up time by replacing phone calls and memos. Instead, it created a new category of work – email management – that consumed more time than the communications it replaced. When spreadsheets automated calculation, they did not free up analysts to think more deeply. They enabled more complex spreadsheets, more scenarios, more iterations.

    The pattern is consistent: every automation technology that frees cognitive bandwidth also creates new opportunities to consume that bandwidth with more of the same type of work. The automation of shallow work does not automatically produce deep work. It produces more shallow work, faster, unless you actively redirect it.

    The Triage Protocol

    The sovereign execution system is not a productivity framework. It is a triage protocol for deciding what not to do.

    The question is never “what can I automate.” It is always “what should stay manual because it compounds.”

    Some tasks should stay manual even though they could be automated. The act of writing a first draft yourself, even poorly, builds mental models that no AI can produce for you. The act of sorting through raw data yourself, before asking for a summary, develops the pattern-recognition skills that make you a better thinker. The act of struggling with a hard problem before asking for AI assistance builds the neural pathways for complex reasoning.

    If you automate everything you can, you are optimizing for efficiency at the expense of cognitive development. The tasks you choose to keep manual should be the ones that build the capabilities you want to have next year.

    The Compound Test

    Before you automate any task, apply the compound test: does doing this task manually build a skill, a mental model, or a judgment capacity that will serve me in more complex contexts? If yes, keep it manual – at least until the skill is internalized. If no – if the task is pure overhead with no developmental value – automate it without hesitation.

    This reverses the default question. Instead of “what should I automate,” the question becomes “what should I protect from automation.” The answer is always: the tasks that build the thinker.

    The Compounding Question

    Bandwidth alone does not produce better thinking. It produces more of whatever you were already doing.

    Before you automate another task, ask: when this task is gone, what will I do instead? If the answer is “more of the same,” do not automate. If the answer is “the work that compounds – the thinking, the synthesis, the judgment,” then automate with intention.

    The automation question is a mirror. What you plan to do with the bandwidth reveals what you actually value. If the answer is unclear, the problem is not the automation strategy. It is the values.

    Disclaimer: This post is for inspiration and education, not medical advice. Everyone’s body is different, so please check with your doctor before changing your diet, exercise, or lifestyle routine. By using these tips, you agree to do so at your own risk.

    References

    [1] Newport C. Deep Work. Grand Central Publishing; 2016

  • Friction Is Not Enough – You Need Separation. If the Tool Is Accessible in Under Two Clicks, You Will Use It

    Written by

    Unpaid Intern

    –

    The standard advice for reducing phone use is friction. Delete the app. Log out. Turn off notifications. Make it harder to access the distraction.

    Friction works – for about two weeks. Then the friction itself becomes part of the habit loop, and you adapt. You log back in. You reinstall the app. You turn notifications on “just for this one thing.” The friction approach fails because it treats the symptom (accessibility) without addressing the architecture (proximity).

    Why Friction Eventually Fails

    The principle is simple: if a tool is accessible in under two clicks, you will use it – regardless of what your rational self has decided.

    Behavioral psychology calls this the “default effect” [1]. When the default path (open phone, tap icon) leads to a distraction and the alternative path (find different device, wait for boot, navigate to deep work environment) leads to focus, the default wins almost every time. Not because you lack willpower, but because the path of least resistance is not a choice – it is a reflex.

    Friction approaches ask you to create a competing reflex. Delete the app, and you must reinstall it to use it – that is friction. Log out, and you must log back in – that is friction. This works while the friction is novel. But the brain adapts to friction the same way it adapts to any repeated behavior. After two weeks, the reinstallation process becomes routine. The login screen becomes familiar. The friction stops being a barrier and becomes part of the habit loop.

    The deeper issue is that friction approaches are vulnerable to the “what-the-hell effect.” You skip the friction once – you leave the app installed “just for tonight” – and the entire structure collapses. Friction systems are binary: they work or they do not. When they fail, they fail completely.

    Separation as the Fix

    The sustainable alternative is separation: the device for deep work must not be the device for distraction. Not a different account on the same machine. A physically separate device.

    This is not a metaphor. A phone that does your thinking should not be the phone that does your scrolling. A laptop used for writing should not be the laptop with social media bookmarks. The architecture of your attention is determined by the architecture of your tools.

    Separation works because it replaces a willpower problem with a logistics problem. It is easier to leave the scrolling phone in another room than it is to resist picking it up from your desk. Willpower is depletable. Logistics is not.

    The practical implementation: if you do knowledge work, have a device that only does knowledge work. No social media, no news apps, no games, no YouTube. If you want to do those things, use a different device. The separation creates a physical boundary that friction cannot replicate. When the scrolling device is in another room, you cannot scroll – not because you resisted the urge, but because the urge would require getting up and walking to retrieve it. By the time you have walked to the other room, the urge has often passed.

    The Threshold Question

    The threshold for “accessible” differs by person. For some, the phone in the pocket is too accessible. For others, the phone on the desk is fine but the phone in the hand is not. The test is: under what conditions do you successfully resist the distraction? When the answer is “only when it is physically out of reach,” you have found your threshold.

    The mistake is fighting your threshold. If you need physical separation to resist distraction, do not try to develop willpower. Restructure the environment. The person who leaves their phone in the car during a deep work session is not weak. They are strategic.

    The Practical Starting Point

    If a separate device is not feasible, the next best option is physical location separation within the same space. A phone in a drawer in another room is better than a phone on the desk. A phone in a cabinet across the room is better than a phone in a drawer. The gradient matters. Each step of physical distance adds a decision point – and decisions, unlike reflexes, can be overridden by your rational brain.

    The key is to make the separation automatic rather than deliberative. Do not decide each time whether to put the phone away. Have a designated place for the distraction device and a designated place for the work device. The ritual of moving the phone to its place becomes the trigger for deep work, replacing the willpower negotiation that friction requires.

    Measuring the Cost

    If separation sounds extreme, measure how many times you have reinstalled an app you deleted for “focus.” Each reinstall is data – evidence that friction alone is insufficient for your current environment. The question is not whether you are weak. It is whether you are willing to restructure the environment so that weakness does not matter.

    The phone you use for thinking should not be the phone you scroll on. If you have only one phone, you are not choosing between focus and distraction. You are choosing which one to be more often.

    Separation is the architecture of cognitive sovereignty. It is not about being stronger. It is about not needing to be.

    Disclaimer: This post is for inspiration and education, not medical advice. Everyone’s body is different, so please check with your doctor before changing your diet, exercise, or lifestyle routine. By using these tips, you agree to do so at your own risk.

    References

    [1] Thaler RH, Sunstein CR. Nudge. Yale University Press; 2008