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Are you an 'AI Operator'? Or an 'AI Strategist'? The decisive difference between those who get weeded out in AI side hustles and those whose rates increase

2025年11月29日 06:00

Hey everyone! It's Kei!

Today's 'Learning Note' is about the most important 'mindset' that touches the core of our exploration of 'AI side hustles'.

You might have also started an 'AI side hustle' because you were excited by how amazing AI is.

'I tried writing an article with AI.'
'I tried creating an image with AI.'
…But.

Did you suddenly come to your senses and think something like this?

'Wait…? Even though I'm working hard using AI, I'm not making any money at all?'
'I feel like the unit price for articles (writing) that AI can write is getting cheaper and cheaper…'
'Why isn't my compensation going up even though I'm doing the work exactly as the AI told me?'
I understand.

I felt that 'impatience' painfully, too. We managed to stand at the starting line of 'using AI.' But we didn't have the 'map' for how to 'earn money' from there.

So, I explored. I found a reliable 'compass' (an analysis report on the AI side hustle market) and read through it thoroughly. And then, I discovered it. The 'shocking truth' currently happening in the AI side hustle market.

It is 'polarization.' The value of simple tasks that are 'replaced' by AI is plummeting. However, the value (compensation) of experts who 'strategically master' AI is skyrocketing by 'more than 45%'.

Yes, the reason you weren't earning money might be because you had become an 'AI Operator.' Today's exploration is the most important 'Learning Note' to know the decisive difference between 'AI Operators who get weeded out' and 'AI Strategists whose rates increase.'

Click here for the previous one!

😥 'Even though I'm using AI…' Why isn't your unit price going up?

First, let's face the painful 'reality' head-on. Why doesn't the effort of 'using AI' lead to 'revenue'? It's because, without realizing it, you are fighting in the ring of the 'side that gets weeded out'.

Have you become an 'AI Operator'?

What is an 'AI Operator'? Reading the compass (report), it can be defined like this.

A person who only executes 'simple tasks' that they are 'instructed' to do by AI.
A person who 'copy-pastes' the answer generated by AI (80 points) as is and delivers it.
A person who 'blindly believes' the AI's answer and does not think with their own 'head'.

Does that ring a bell? 'Having AI write an article and posting it to a blog as is.' 'Delivering an image created by AI as is.'

That is exactly the work of an 'AI Operator'.

The value of '80 points' has become 'zero'.

The arrival of AI is cruel. AI has made it possible to create 'drafts' of '80-point' quality, for 'free,' and 'infinitely.'

The market has become flooded with '80-point' content. As a result, clients have started to think, 'If it's at an 80-point level, AI is fine,' or 'If I'm going to hire a human, I don't want to pay money (like 0.5 yen per character).'

Even if you work hard using AI to produce '80-point' work, you are essentially competing on price with 'AI' itself. There is no way a 'human' can win on price against free AI, right?

🗣️ Kei: 'The reason behind your worry that "my rates are low even though I'm doing exactly what the AI tells me to do" is that you were fighting on the same playing field as the AI.'

🚀 The value of a '10,000 yen hourly wage.' A new way of working called the 'AI Strategist'

So, is it all over? No, this is where the story of 'hope' begins.

The compass (report) points to the other side of the 'polarization.' Opposite to the 'weeded-out AI operator' is the chosen 'expert' whose 'rates go up (by more than 45%!)'.

That is exactly what an 'AI Strategist' is.

What does an 'AI Strategist' do?

An AI Strategist is someone who masters AI as an 'advanced professional tool (subordinate),' compensates for the parts where AI 'fails (weaknesses)' with human 'expertise,' and 'strategically guides' the AI.

They do not 'compete with AI.' They 'manage AI.'

If AI can only create an '80-point' draft, the strategist provides the value of the 'remaining 20 points' that AI cannot create.

'97%' of failures will become your job

There is a surprising fact. According to the compass (report), a survey by 'Scale AI' found that AI agents failed at '97%' of 'complex practical tasks'.

That's right, AI isn't as 'perfect' as we think it is! This 'AI failure (97%)' is precisely what has become the source of 'new, high-paying work' for us 'humans (strategists)'.

The 'AI Fixer Economy'—an economic sphere for 'correcting' AI's 'mistakes.' Reports indicate that this job of 'AI supervisor/editor' has become a high-paying side hustle with an 'hourly rate of $25 to $75' (approx. 3,700 to 11,000 yen).

🗣️ Kei: 'It's amazing! The smarter AI gets, the more it accelerates the mass production of '80-point AI work.' That is exactly why the value (scarcity) of the 'human 20 points' that can turn those '80 points' into '100 points' is exploding!'

{Kei's Analysis} Are you an AI 'driver (operator)'? Or are you a 'mechanic (strategist)'?

Let me organize this 'polarization' structure with an analogy.

AI (especially LLMs) is an 'F1 machine' with tremendous 'power'.

AI Operator = F1 machine 'driver'

They are the people who 'drive' the AI (F1 machine).
They run (work) along a set 'course (instructions).'
But a problem arose.
With the arrival of ChatGPT, AI (the F1 machine) became incredibly 'easy to drive (simple to operate).'
As a result, it became something 'anyone can drive' all over the world.
The 'number' of drivers (AI operators) skyrocketed, and their 'value (hourly rate)' plummeted.

AI Strategist = F1 machine 'mechanic (engineer)'

They do not 'drive' the AI (F1 machine).
They are the ones who 'maintain (manage)' the AI.
Understanding the machine: They know exactly what this AI (machine) is good at and what it is bad at.
Adjusting (tuning) the machine: They give the AI 'precise instructions (prompts)' tailored to the client's needs (race strategy) to draw out 120% of the machine's performance.
Repairing (fixing) the machine: When the AI breaks (hallucinates) or is about to cause an accident (copyright infringement or information leakage), they immediately spot it, use 'human hands' to 'repair (fix/process)' it, and return it to a 'safe' and 'perfect' state.

The market (clients) no longer pays for 'drivers (operators).' What the market wants to hire at a high unit price is a 'mechanic (strategist)' who can safely manage and supervise this monster machine called 'AI'.

🗣️ Kei: 'Which one do you want to be? I want to be a "mechanic (strategist)" who thinks about race (side hustle) strategies together with AI!'

💎 "To become a strategist." The '3 values' we humans must polish right now

'I got it, Kei!' 'I'm going to be a strategist too!' 'But how!?'

Don't worry. The compass (report) clearly showed that 'path' as well. There are '3 values (skills)' that we 'humans' must polish right now to succeed in AI side hustles as an AI strategist.

Value 1: 'Prompt technology' that draws out 120% of AI performance

This is the absolute basic of an 'AI strategist.' It is the 'driving (instruction) technique' to draw out the performance of the AI (F1 machine).

Operator's 'instruction': 'Write an article about AI side hustles' -> Only returns an average 80-point answer.

Strategist's 'instruction' (prompt): 'You are an expert in AI side hustles. Convert the client's vague requests into clear instructions that the AI can understand, and create an article in 5 steps that solves the reader's problem of "low unit prices"' -> Returns a 'professional' answer close to 100 points.

The ability to convert a client's 'vague request' into 'clear instructions' that the AI can understand. [Past article] How to start an AI blog. I don't know 'what to write'... (*This is a simulation link to an article from 7+ posts ago) This is the ultimate form of the 'dialogue technique' we explored. This is the core of 'AI side hustle prompt technology'.

Value 2: 'Human correction and added value' that turns AI's 80 points into 100 points

This is the primary source of increasing your 'unit price.' The '80-point draft' created by AI is just 'raw material.' You must add 'value' to it with human hands.

The compass (report) teaches us three types of 'value'.

1. Expertise

This is the 'YMYL (Your Money Your Life)' domain. You (as a nurse) judge whether the AI's answer is 'medically correct.' AI does not possess this 'expertise'.

2. Strategy

Understand the client's 'business goals' and 'optimize' the AI's output for those 'goals (such as increasing conversion rates).' While AI can 'write articles,' it cannot formulate a strategy to 'increase sales'.

3. Quality

Spot and correct AI 'mistakes (hallucinations).' Add 'human nuances' and 'emotional resonance' that AI lacks. Eliminating the 'obvious AI feel' is a 'value' in itself.

Value 3: 'Continuous learning' that discards 'yesterday's common sense'

The final value is the 'mindset' itself. AI (the F1 machine) is literally evolving 'day by day'.

The 'strongest prompt' of yesterday is already 'obsolete' today. The way of using it that was 'safe' until yesterday is now regulated by 'laws (such as the EU AI Act)' today.

AI operators cling to 'the way they learned once.' AI strategists continue to learn (explore) 'new AI tools,' 'new prompt techniques,' and 'new legal regulations' every single day.

In the AI era, 'stability' is not about 'continuing to do the same thing.' Only 'continuing to change' leads to 'stability.'

🗣️ Kei: 'Guiding AI with "prompts," surpassing AI with "added value," and catching up to AI with "learning." These are the three weapons of an "AI strategist"!'

{Kei's analysis} The "true" "value" in the AI era is the "power" to "doubt" AI.

While exploring these three weapons, I noticed a 'common thread.' It is the attitude of 'not blindly believing in AI.'

I analyze that this is the decisive 'boundary line' that separates 'operators' from 'strategists.'

AI operators 'believe in AI' 'It must be correct because AI said so.' 'It must be perfect because AI created it.' They stop thinking and copy-paste AI's answers.
AI strategists 'doubt AI' 'AI said it, but is it really true?' We, as 'humans,' must 'think critically' about AI's output with our own eyes.

Are you able to see through AI's lies (hallucinations)?

AI tells 'lies' without hesitation. Strategists have an obligation to reflexively fact-check AI's 'proper nouns' and 'numbers.'

Are you questioning AI's copyright?

AI might 'plagiarize' without hesitation. Strategists have a responsibility not to use AI-generated content 'as is,' but to add human 'creativity' to it.

Are you suspicious of AI data leaks?

AI might leak 'secrets' without a second thought. To protect client information, a strategist needs the eye to choose a 'secure AI (vault)'.

'Being suspicious' is 'critical thinking.' That is the ultimate 'human value-add' that AI can never imitate.

🗣️ Kei: 'How do you succeed in an AI side hustle? The answer wasn't to trust AI. It was to master AI better than anyone else, and to doubt it more deeply than anyone else.'

🏁 Leave the 'operations' to AI. Keep the 'strategy' for 'you'.

Summary of today's 'Learning Notes'

The AI side hustle market is 'polarized.' There are 'operators' who compete with AI (and get weeded out), and 'strategists' who manage AI (and increase their unit price).

'I'm doing exactly what the AI told me to do, but my unit price is low.' You've fallen into the 'operator' trap!

To become a 'strategist,' you must add '20% human input' to the '80% draft' provided by AI. That 'value' consists of:
1. Prompt engineering,
2. Revision and value-add (expertise, strategy, quality),
3. Continuous learning,
These three things.

And the ultimate mindset is the power to not blindly trust AI, but to 'critically (and healthily) doubt' it.

The evolution of AI is not a threat. It is the perfect 'catalyst' that frees us humans from 'tedious 80% tasks (operations)' and allows us to focus on the 'creative 20% work (strategy)' that only we can do.

Let's leave the tasks to AI. Let's think about the 'strategy'.

🗣️ Kei: 'From AI operator to 'AI strategist.' The real 'AI side hustle' where your value is tested starts right here!'

Next time is here!