AI Insobriety: “Generative Mimicry” and The Inability to Curate an Original Thought

drychdigitalglobe

Victoria Okor

drychdigitalglobe

Victoria Okor

How many times have you turned to AI for answers today? This week? This month?

When was the last time you read a book and challenged what the author said? Have you had a conversation with someone on politics or education without first confirming what an AI had to say about it? How about your groceries? That project you’re procrastinating?

How many times do you jump from one LLM to the other—Gemini, ChatGPT, Claude, Copilot—an endless list to seek validation from a system that was trained on humans, with humans? Even with the persistent disclaimer—“AI can make mistakes”—somehow it gives that illusion of authority.

Look at the numbers. According to the Gallup Q1 2026 Workforce Report, at least 28% of professionals in the US alone use AI multiple times a week, with a core 13% using it daily for almost every cognitive task. According to reporting from TechCrunch, using data first reported by Axios, ChatGPT processes 2.5 billion prompts every day—roughly 1.7 million requests every minute. That’s ChatGPT alone.

What’s fascinating is that despite the disclaimers, and the hallucination rates (as tracked by the Vectara Hallucination Leaderboard) still hovering between 15% and 25% for complex reasoning, nearly 62% of users admit they trust AI outputs as a dependable indicator of authenticity during their initial interactions. This is absolute psychological dependency or codependency at its peak.

Snapping the Illusion

Generative AI feels authoritative because it sounds familiar. It feels novel, even original, because it is rearranged fragments of human language and a recombination of thoughts dolled up as insight, but an imitation nonetheless. LLMs follow pattern mimicry. They predict the next word, the next phrase, the next sentence not because they understand, but because statistical probability tells them what usually comes next. “We” trained them.

This mimicry is seductive precisely because it is fluent. rhythms we recognise and structures we understand, but beneath, there is no cognitive reasoning, only mimicry.

Creating an original thought stems from recognising them for what they are: generative mimicry. Tools to enhance or remind, not replacements for intellect and/or critical thinking.

Cognitive Detox

Contrary to popular opinion, creating original thoughts is a skill. Like a physical muscle, it needs to be exercised and challenged. You can train your mind to create premises, challenge premises, and resist premises through curiosity, research, and imagination.

Relying totally on AI is a cognitive shortcut—and cognitive shortcuts are where original thoughts go to die. Think of the daily habits:

  • Checking AI before you write a single sentence—instead of drafting your own idea first.
  • Waiting for others to post their opinions on social media before you decide what you think.
  • Agreeing with a polished answer without evaluating it, because it sounded ‘intelligent’, not because it’s proven.

These shortcuts drown you in information but leave you illiterate.

Here’s the pivot: humans have an innate capacity to generate infinite novel thoughts. And when we bypass the AI’s pragmatic bias—thinking whatever sounds coherent and easy to process is relevant—we raise our threshold for originality.

Creating an Original Thought

If our human value lies in our unique perspective, and that perspective is laundered through LLMs trained on the “global average,” then isn’t that value diluted in and of itself? The ultimate metric of AI Insobriety isn’t that the machine makes mistakes; it is that we no longer have the cognitive autonomy to care.

Literature expands our worldview. We must reintroduce friction into our intellectual lives. Pick up a book, research an interest, take a walk, listen in on politics, education, or tech. Have a conversation with someone, or yourself, or a pet. Observe nature, learn a new language, and document your findings.

You could incorporate these three practices:

  • Pre‑commitment drafting: Write your position on something before querying any source, AI or otherwise. Even three sentences can force you to actually think before introducing external input.
  • Adversarial reading: When you read anything, identify the one claim you most want to disagree with and build the case against it. 
  • Delayed synthesis: Gather information, then sit with it for a defined period before forming a conclusion. 

Sit with the information you have gathered. Wrestle with it. Try to make sense of it and form your own opinions without seeking a digital latch. When it starts to get uncomfortable, you know you’re doing the right thing.

Micro-Sustainability: 5-Minute Changes for Big Impact in Your Household

drychdigitalglobe

Victoria Okor

drychdigitalglobe

Victoria Okor

Achieving absolute zero carbon emissions is practically impossible, as all life forms exhale CO2 and human activity inherently produces emissions. However, the path to net-zero isn’t an insurmountable summit. Net zero means achieving a balance (or imbalance) where any greenhouse gases released into the atmosphere are balanced by an equal amount being removed or a higher amount being removed. Basically, it’s offsetting more than you emit.

While we have become adept at spotting physical carbon – the visible waste in our bins, the smog from public transport, or the ashes from our neighbour’s backyard which the wind has spread into the streets and God knows where else – the most dangerous type of carbon is the one we cannot see: Digital Carbon

The Invisible Carbon

We rarely discuss the environmental cost of a click, a stream or a “doom scroll”. Digital technologies currently contribute to 4% of global greenhouse gas emissions, a figure that is growing by roughly 8% every year according to recent environmental impact studies.

Additionally, according to the ITU Facts and Figures 2025 report, there are now 6 billion active internet users worldwide. When you multiply this by an average global screen time of over 4.5 hours per day, the cumulative ‘invisible’ impact is staggering. From business owners hosting data-heavy websites to employees sending hundreds of daily emails, our digital habits are tethered to massive, energy-hungry data centers. To put that simply, it’s like running 700 million blenders non-stop, every day, for a whole year. Imagine that.

The earth is our home, and keeping it safe requires us to decarbonise our digital lives just as much as our physical ones. 

Here are five things you can do in under five minutes to start your sustainability journey in the workplace:

  • Digital Declutter: Spend 5 minutes deleting unread spam, old emails you no longer need and unsubscribing from newsletters you don’t read. Every stored email emits about 4g of CO2 initially, but can cost up to 10g of CO2 per year just to store. That’s about one plastic straw worth of carbon. It doesn’t seem like much, but it builds up really quickly. If you have 100 emails, that’s 400g of C02. Basically, 100 plastic straws. If you have 1000 emails – you get the point. Deleting them is like getting rid of unwanted straws.

  • The “Hard” Power Down: Fully shut down your laptop or monitor at the end of the day instead of using sleep mode. This eliminates “vampire power” which accounts for up to 20% of office energy waste. If you can’t do this every day, try doing it at least 3 times a week and build the habit from there.

  • Camera-Off Meetings: During large video calls (Zoom, Google Meet, Teams, etc.), turn your camera off when you aren’t the primary speaker to reduce data strain. An hour of video conferencing is estimated to emit between 150 and 1,000 grams of carbon dioxide. Think dumping 12 litres of water down your kitchen sink for no reason. By turning your camera off, you are saving on energy that powers data transmission and server cooling, and you’re cutting your footprint by a massive 96%.

  • Link, Don’t Attach: Instead of sending large email attachments, try sending a link to a shared cloud drive. Common examples are OneDrive, Google Drive, or SharePoint. When an attachment is sent to multiple people, it is copied, stored, and backed up for each recipient. So, if you send an email with an attachment to 3 people, you are often creating at least 6 copies of the same file across different global servers. Email attachments can emit up to 50g of CO2 each — multiply that by three and that’s 150g of CO2 for a single message. With links, you save up on your space (more free storage), save time on version control, and ensure everyone has the latest edition.

  • Optimise Your Screen Brightness: Instead of maxing out your brightness, adjust your screen to match your environment. Using Dark Mode on OLED screens can save between 39% and 63% of battery power, but it isn’t for everyone. The best approach, according to the American Academy of Ophthalmology, is to combine it with the 20-20-20 rule: every 20 minutes, look at something 20 feet away for 20 seconds. Not only are you being sustainable, but you are reducing the power demand of your workstation, extending your battery life, and actively protecting your eyes from strain. Four benefits wrapped up in one.

It is easy to get lost in the craze of global warming and climate change. A recommended approach is to learn what you can and apply as you go. Remember, there are 6 billion active users on the planet; if we come together to perform small changes, it makes a massive difference. Small shifts, maximum impacts. 

If you liked this piece, kindly check out Micro-Sustainability: 5-Minute Changes for Big Impact in your Household.

Micro-Sustainability: 5-Minute Changes for Big Impact in the Workplace

drychdigitalglobe

Victoria Okor

drychdigitalglobe

Victoria Okor

Achieving absolute zero carbon emissions is practically impossible, as all life forms exhale CO2 and human activity inherently produces emissions. However, the path to net-zero isn’t an insurmountable summit. Net zero means achieving a balance (or imbalance) where any greenhouse gases released into the atmosphere are balanced by an equal amount being removed or a higher amount being removed. Basically, it’s offsetting more than you emit.

While we have become adept at spotting physical carbon – the visible waste in our bins, the smog from public transport, or the ashes from our neighbour’s backyard which the wind has spread into the streets and God knows where else – the most dangerous type of carbon is the one we cannot see: Digital Carbon

The Invisible Carbon

We rarely discuss the environmental cost of a click, a stream or a “doom scroll”. Digital technologies currently contribute to 4% of global greenhouse gas emissions, a figure that is growing by roughly 8% every year according to recent environmental impact studies.

Additionally, according to the ITU Facts and Figures 2025 report, there are now 6 billion active internet users worldwide. When you multiply this by an average global screen time of over 4.5 hours per day, the cumulative ‘invisible’ impact is staggering. From business owners hosting data-heavy websites to employees sending hundreds of daily emails, our digital habits are tethered to massive, energy-hungry data centers. To put that simply, it’s like running 700 million blenders non-stop, every day, for a whole year. Imagine that.

The earth is our home, and keeping it safe requires us to decarbonise our digital lives just as much as our physical ones. 

Here are five things you can do in under five minutes to start your sustainability journey in the workplace:

  • Digital Declutter: Spend 5 minutes deleting unread spam, old emails you no longer need and unsubscribing from newsletters you don’t read. Every stored email emits about 4g of CO2 initially, but can cost up to 10g of CO2 per year just to store. That’s about one plastic straw worth of carbon. It doesn’t seem like much, but it builds up really quickly. If you have 100 emails, that’s 400g of C02. Basically, 100 plastic straws. If you have 1000 emails – you get the point. Deleting them is like getting rid of unwanted straws.
 
  • The “Hard” Power Down: Fully shut down your laptop or monitor at the end of the day instead of using sleep mode. This eliminates “vampire power” which accounts for up to 20% of office energy waste. If you can’t do this every day, try doing it at least 3 times a week and build the habit from there.
 
  • Camera-Off Meetings: During large video calls (Zoom, Google Meet, Teams, etc.), turn your camera off when you aren’t the primary speaker to reduce data strain. An hour of video conferencing is estimated to emit between 150 and 1,000 grams of carbon dioxide. Think dumping 12 litres of water down your kitchen sink for no reason. By turning your camera off, you are saving on energy that powers data transmission and server cooling, and you’re cutting your footprint by a massive 96%.
 
  • Link, Don’t Attach: Instead of sending large email attachments, try sending a link to a shared cloud drive. Common examples are OneDrive, Google Drive, or SharePoint. When an attachment is sent to multiple people, it is copied, stored, and backed up for each recipient. So, if you send an email with an attachment to 3 people, you are often creating at least 6 copies of the same file across different global servers. Email attachments can emit up to 50g of CO2 each — multiply that by three and that’s 150g of CO2 for a single message. With links, you save up on your space (more free storage), save time on version control, and ensure everyone has the latest edition.

  • Close the Ghost Tabs: Take a moment to close those browser tabs you’re not actively using. Every open tab consumes memory and keeps your processor working harder than it needs to and drawing more power from your device. Studies show that a single browser tab can use between 1–4% of your CPU — multiply that by 20 or 50+ open tabs and you basically have your device on its own hamster wheel. A simple hack: if it’s worth returning to, bookmark it and close it. If you wouldn’t bother bookmarking it, it probably shouldn’t be open in the first place.

It is easy to get lost in the craze of global warming and climate change. A recommended approach is to learn what you can and apply as you go. Remember, there are 6 billion active users on the planet; if we come together to perform small changes, it makes a massive difference. Small shifts, maximum impacts. 

If you liked this piece, kindly check out Micro-Sustainability: 5-Minute Changes for Big Impact in your Household.