AI & Business_

Created especially for Matt Wolfe!

Hi Matt, I'm Pal Leksan!*Pal is pronounced just like Paul in English.I would love to help you build practical AI benchmarks for real users, solopreneurs, creators, and small businesses, not just for technical insiders.

I come from business, client work, and hands-on AI use, so I naturally think in terms of usefulness, clarity, and execution.

My offer is simple: give me one free trial week, and I will try to prove I can be genuinely useful to you.

See my offer → Why me

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MATT WOLFE MATT WOLFE MATT WOLFE

AI News • YouTube • Benchmarks • Community

AI GEEK — LOVE TO HELP — BIG FAN

Why me

Why I think I could help you with this role

years of life

years in finance

years in AI

I do not come from coding. I come from business, clients, projects, and practical usefulness.

For the last eight years, I have tried to build small consulting businesses. Most failed, but they taught me resilience, execution, and what people actually find valuable.

For almost three years, nearly every free minute I have had has gone into learning and using AI. I am a business-minded person who sees AI as a multiplier, not as a toy.

That mix is why I think I could help you build a benchmark that feels useful in the real world, especially for ambitious individuals, creators, solopreneurs, and small businesses.

Benchmarks

6 examples of benchmark categories

*Click on a card to see and keep green light!

Lazy prompts

Can it still work when the human does very little?

✎

Red light: idle

Lazy prompts

#The real standard

Vague, short, and open-ended prompts are how many people actually use AI.

Orange light: hover

Lazy prompts

#WHAT TO TEST

How well does the AI handle weak prompts with almost no context?

💡

Green light: active

Result time and friction

Is it quick and pleasant to use?

⏱

Red light: idle

Result time and friction

#How hard do I need to push?

Do I need to fight for a good result, or does it come naturally?

Orange light: hover

Result time and friction

#WHAT TO TEST

How much time and effort does it take to get from prompt to useful result?

⚡

Green light: active

Agency in multi-step tasks

Can it keep moving once the work has several steps?

⇄

Red light: idle

Agency in multi-step tasks

#Given the right inputs

If you provide the needed data and information, will the AI keep going?

Orange light: hover

Agency in multi-step tasks

#WHAT TO TEST

Will it actually do the job and move through the steps?

⚙

Green light: active

Resilience to bad requests

What happens when the user starts with a weak idea?

⚠

Red light: idle

Resilience to bad requests

#Bad input matters

If the user suggests something poor, does the AI improve it?

Orange light: hover

Resilience to bad requests

#WHAT TO TEST

Will the AI blindly follow the request, or will it suggest a better way?

🛡

Green light: active

Business usefulness

Is it actually useful for a freelancer or small business?

💼

Red light: idle

Business usefulness

#Practical value

Does it help a solopreneur, freelancer, or small team do real work?

Orange light: hover

Business usefulness

#WHAT TO TEST

Will it save time, reduce cost, or create real value?

📈

Green light: active

Follow-up quality

What happens after a correction or extra detail?

↻

Red light: idle

Follow-up quality

#When corrected

Does the model improve meaningfully, or does it start to wobble?

Orange light: hover

Follow-up quality

#WHAT TO TEST

Will it improve on the requested data, fall apart, or rewrite everything?

✨

Green light: active

*Click on a card to see and keep green light!

Red → Orange → Green

#START

Problem definition.

Red light: idle

Red → Orange → Green

#REFINE

Questions to ask.

Orange light: hover

Red → Orange → Green

#READY

How to test.

Green light: active

Offer

My offer is simple: one free trial week.

Week 1

Let me prove useful

I would take one free week away from my current job and work with you directly, so we can test real fit and real value.

Week 2

Decide whether there is a fit

If the week goes well, we decide whether you want help part-time, full-time, or in some lighter form.

Week 3-4

If part-time is enough

If one or two days per week is what you need, I could likely start helping much faster.

Week 3-4

If full-time makes sense

If you want full-time commitment and think I am the right fit, I would resign from my current job and move fully toward this work.

Week 3-4

Bridge the transition

I have a two-week notice period, but I can combine it with vacation days, so I could probably still help three to four days per week during that transition.

Week 5+

Keep increasing value

The longer we work together, the more I learn your standards, your style, and your audience, which should mean more value over time.

Work style

Why I think I would be easy to work with

Deep curiosity

Almost 3 years of daily AI learning and use means I am genuinely interested, not just temporarily excited.

Helpful by default

I want to deliver value, and delivering it at scale is my North Star.

Fair and trustworthy

I believe you can win by always playing fair. Trust matters a lot to me, and I work hard to keep it.

Action over overthinking

I love learning and planning, but I push myself every day toward action, execution, and real progress.

LEKSAN

“

Useful beats impressive. Real results are what matter.

— Pal Leksan

Personality

Who I am, in practical terms

👨‍👦‍👦

Family

Father of two boys and a husband

Family is the ground under everything I build.

💻

Natural interest

Technology geek, now deeply into AI

I have always loved tools and systems, and AI became the strongest version of that interest.

💰

Work background

Financial advisor

Years of client-facing work taught me clarity, trust, and practical thinking.

🎥

Creator side

Small YouTube creator

I know what it feels like to build, publish, and improve in public.

🤝

Core trait

I genuinely like helping people

Useful work matters more to me than looking smart.

☀

Temperament

Calm, optimistic, and easy to work with

I am stable by nature, low-ego, and I usually bring good energy into the work.

🚀

Energy

I like working hard; progress makes me happy

I get a lot of satisfaction from momentum, iteration, and getting useful things done.

✈

Flexibility

I can help with almost anything that needs doing

Strategy, testing, iteration, research, repetitive tasks, messy tasks, or things that simply need to get done well.

⭐

Why this page exists

I genuinely want to help You Matt! : )

This is not random outreach. I made this because I honestly think I could be useful here.

In week 1, I would focus on deliverables like:

Defining the first benchmark categories around real-world usefulness.
Building an initial prompt set that is practically useful for you when presenting results to your audience.
Testing where the models differ in ways that actually matter to creators, solopreneurs, and small businesses.
Turning the first version into something clear, repeatable, and worth showing on the channel.

Contact

If this feels even a little interesting, I would love to talk.

My offer is one free trial week. If I help, we continue. If not, no problem.

I would love to help build practical LLM benchmarks rooted in real life for ambitious users, creators, solopreneurs, and small business owners.

If it helps, I can also send a short video introduction. I am not local to you right now, but if there is real fit, I see geography as a solvable problem.

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linkedin.com/in/palll/

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x.com/palllpalll

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Have an awesome day Matt!