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In an age obsessed with automation and productivity, we celebrate tools that make us faster – while losing the clarity that makes us human. This book is a provocative wake-up call for those who believe they're innovating, when in fact they're just accelerating mediocrity. With its radical R2A model – Reflect. Analyse. Advance. – it offers a new way to think in a world that increasingly outsources thought itself. Not a guide to using AI better – but a call to reclaim your cognitive autonomy.
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Seitenzahl: 57
Veröffentlichungsjahr: 2025
Klaus-Dieter Thill
Rethinking AI Optimisation
How You’re Automating Your Own Mediocrity
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Inhaltsverzeichnis
Titel
1 IGNITE: What makes you faster doesn't make you better
2.1 REFLECT: You’ve forgotten what thinking actually means
2.2 ANALYSE: The Efficiency Trap – Why Automation Accelerates Your Thinking Errors
2.3 ADVANCE: Disconnect from the Efficiency Paradigm – and Start Holding Yourself Accountable Again
3.1 REFLECT: The Comfortable Revolution – Why You Pretend to Innovate to Avoid Change
3.2 ANALYSE: The Architecture of Repetition – Why You Stage Novelty Without Real Change
3.3 ADVANCE: Break the Rhythm – How to Escape the Logic of Automation
4.1 REFLECT: Clarity Instead of Speed – A Radical Shift in Perspective
4.2 ANALYSE: R2A as an Epistemological Leadership Model
4.3 ADVANCE: How to Become a Thinker Again in a World of Tools
5.1 UNLEARN
5.2 DISRUPT
5.3 REINVENT
6 EMBODY: Clarity as a Thinking Practice
2 UNLEARN
3 DISRUPT
4 REINVENT
5 EMPOWER
Impressum neobooks
You proudly write it into your profiles.
“AI-powered.” “AI-enhanced.” “Redefining efficiency.”
You showcase automated dashboards, celebrate text generators, and call it productivity.
But what you overlook is this:
You've mistaken speed for quality. And convenience for progress.
Because what AI accelerates is not your thinking.
It’s your mediocrity.
What it enhances is not your capability.
It’s your lack of reflection.
You haven’t improved your work.
You’ve automated your self-deception.
The euphoria feels religious.
AI is hailed as the reformation of thinking – just without the thinking.
Everyone suddenly wants to “optimise.”
But no one asks: What for, actually?
Because it's no longer about thinking better –
but about acting faster.
Not about insight – but about output.
Not about competence – but about compensation.
You don’t want to work differently – you want to think less.
And that’s exactly what the technology gives you:
Not insight. But relief.
What happens when mindless routine is accelerated by AI?
It becomes high-performing irrelevance.
Your tools generate content,
but not clarity.
Your dashboards visualise progress,
but without direction.
You’ve gained time –
but lost the ability to differentiate.
You say, “AI helps me think.”
But what you really mean is, “AI thinks for me.”
And what gets lost is not just depth – but sovereignty.
You use AI like a vending machine.
Prompt in, answer out, on to the next task.
You call it “collaborative” – but in truth, you just want to delegate.
Thinking costs you too much.
Doubting takes too long.
So you outsource both – to something that mirrors you,
but doesn’t question you.
AI isn’t a partner. It’s an amplifier.
And what it amplifies is what you feed it:
Your vagueness, your haste, your surface logic.
You want progress – but avoid depth.
You want impact – but fear authenticity.
And in the end, you generate no insight, just iterations of your old thoughts.
Your narrative: “We work smarter.”
The reality: You think shallower.
What you automate isn’t thought quality –
but thought avoidance.
You replace substance with scalability.
You dress up old methods with digital tools.
You call it innovation –
but it's merely replication.
You never asked what “good” should mean in an AI-driven world.
Never defined what “better” could be beyond “faster.”
Never checked whether the goal of your output even still holds relevance.
You’re not innovative – you’re convenient.
What you need isn’t Robotic Process Automation.
What you need is a new thinking model.
R2A – Reflect. Analyse. Advance.
REFLECT – so you see what you’ve uncritically adopted.
ANALYSE – so you understand how you've disempowered yourself.
ADVANCE – so you act, not just react.
Because without reflection, every efficiency is self-deception.
Without analysis, every tool is just cosmetic.
And without advance, you stay where you are –
just faster.
RPA accelerates.
R2A transforms.
This book follows no method, but a principle of thinking:
Three times rethinking. At three epistemic depths.
Nine chapters – not a step-by-step guide, but a matrix.
UNLEARN – What you need to unlearn You begin by decoupling. From routines that paralyse you. From ideas that have long become hollow.
DISRUPT – What you need to break through You dismantle mental assumptions. Recognise where you act – but never think.
REINVENT – What you need to rethink You rebuild your cognitive architecture. Not an upgrade – a redesign.
REFLECT – Questioning your self Where does your action come from? Which thinking reflexes steer you?
ANALYSE – Seeing your patterns What do you do – and what do you think you do? What’s effect, what’s illusion?
ADVANCE – The new action What will you do differently from now on? Not out of reaction, but from clarity.
This matrix is not a framework –
it is an epistemological tool
to free you from the logic of self-avoidance.
This book is not a guide for better prompts.
It is a thinking mirror.
It’s not a manual for AI usage.
It’s an attack on your intellectual laziness.
What you read here won’t make you smarter.
But it will make you more honest.
Because you’ll realise:
It’s not the AI that’s the problem.
It’s the thinking you’ve outsourced to it.
Welcome to real progress.
It doesn’t begin with efficiency –
but with the willingness to confront yourself intellectually.
What’s left when the tool is taken away from you?
That question may sound provocative at first – but it is essential. Because what is quietly disappearing amidst the euphoria about artificial intelligence and automated workflows is the understanding of work as an act of intellectual engagement. What you now call “value creation” is often little more than the efficient administration of recycled intellectual leftovers: second-order thoughts – reused, bundled, packaged – and now automatable.
The loss doesn’t begin with the technology. It begins within you. In your tacit assumption that thinking is a means to an end – rather than an end in itself. That clarity arises from processes, not from stance. That insight can be accelerated like a delivery process.
Your tools haven’t made you dumber. But they’ve neutralised your desire for intellectual autonomy. You were never lazy – but you’ve become functional. You’ve locked your cognitive motion into the realm of utility. You’ve delegated thinking – not to AI, but to a system that suggests: Whoever is efficient is successful. And whoever is successful must be thinking correctly.
