• 100 School
  • Posts
  • 💯 Digest: OpenAI admits AI can't replace you (yet)

💯 Digest: OpenAI admits AI can't replace you (yet)

Their new evaluation system reveals the exact human + AI setup that's transforming how professionals work...

👋 Hey, it's Max

I'm starting to think 30 is our magic number.

Our 30 Days of AI Challenge launched on September 18th. It’s Day 11 now, and the engagement is ridiculous. People are sharing their learning and feedback every single day. And the community feed is exploding with screenshots of what they're building.

While all of this was happening, we hit our 30th live bootcamp cohort 🎉 

The bootcamp journey started in September 2021 with about 20 paid students and a simple belief: you learn by doing, not by watching. Harold was in that first cohort. A Dutch entrepreneur whose business was crushed by COVID. He couldn't code, couldn't build, and always depended on others to bring his ideas to life.

But Harold had this energy. While building his first prototype in our bootcamp, he was in the chat helping others debug their no-code apps at midnight, making the whole cohort feel like they could actually do this.

I realized in 2020 that I needed to learn how to build myself too. Fortunately around that time, the whole No-Code movement started, enabling non-technical people like myself to build their own product ideas too.

Harold Dijkstra, 100 School Bootcamp Lead

His prototype ended up reviving his business. Harold got so good at building that he became way more proficient than me (Ciara too, she's next level now). Today, he's our lead bootcamp instructor, teaching professionals to build AI agents.

The formula hasn't changed since day one: show up, build something real, get unstuck together. We makes sure of that.

And to celebrate our 30th cohort, use promo code 100SCHOOL30 for 30% off any bootcamp (valid until Tuesday EOD) 🎉 Join one here.

Window into the Future 🔮:

Why you should care (not panic) about OpenAI’s new report

OpenAI just put out a 20+ page report called GDPval that measures AI's real economic impact (aka measuring whether AI can do your job and hence the GDP in the name). They hired professionals with 14+ years of experience from 44 different jobs across 9 sectors that collectively earn $3T annually.

The TLDR is AI can supercharge your work today, but only if you stay in the driver’s seat.

So let me back up and tell you what this report says about your job security (spoiler: OpenAI literally shows that their competitor is better at the work you actually do)

What They Actually Tested

They gave both humans and AI models the same real-world tasks: create presentations, analyze data, write reports, and design materials. The kind of stuff that fills your Monday mornings and Thursday afternoons.

Here are the bits that stood out to me:

  • AI outputs were as good as or better than human professionals in just over 50% of cases.

  • OpenAI's own study shows Claude beating GPT models at actual workplace tasks. GPT-5 was strongest on accuracy (correct math, careful instructions), while Claude Opus 4.1 led on style and presentation (slides, layouts, design).

  • Using AI as a first draft tool (with a human reviewing or fixing) cut costs by up to 63% and time by up to 39%.

  • When letting the AI do the work without review, tasks were completed 90x faster and hundreds of times cheaper, but with lower quality.

  • Left unchecked, the risks are real: about 29% of GPT-5’s misses were rated “bad or catastrophic,” and 3% were flagged as dangerous (like wrong medical or financial advice). Most slip-ups, though, were boring but common formatting errors or half-finished deliverables.

  • Simple tweaks like prompting GPT-5 to “double-check formatting” or “review deliverables” actually improved performance and cut down errors.

  • The average task took a pro 7–9 hours to complete, sometimes stretching into weeks, with an average “work value” of around $398 per task.

My takeaway is that AI is already closing in on professional work in half the tasks tested, but it’s not reliable enough to leave unsupervised. If you use it as a co-worker who drafts, speeds things up, and saves you money (but still needs oversight), you can get real value today.

You can see the steady improvement across models (new models are closing the gap with humans)

So let me say that again: It's not AI vs. humans. It's humans WITH AI absolutely crushing it.

Three things to remember as you're sipping your coffee tomorrow ☕️

  • That monster voice in your head telling you that you'll be replaced by AI is looking at the wrong data. The real win is in getting rid of the boring and repetitive tasks (you shouldn’t have to start your presentation from scratch anymore).

  • The professionals getting 10x results are people who've figured out the dance with AI: when to lead, when to follow, and when to take the wheel completely.

  • Take a task you usually spend hours on and make AI do the messy first draft. Then spend your time reviewing, editing, and polishing. That’s the “human + AI” setup that the report found delivers the biggest payoff.

And that's exactly what we're teaching in both our free challenge and our bootcamps. How to think, build, and multiply your impact with AI.

Read. Watch. Listen. To... 📖

We’re not just learning new tools. We’re learning how to work differently. These pieces helped me think deeper (and faster):

Before You Go…

What are your thoughts on this report? 🤔 Have you checked it out, and if so, did you find any interesting insights that I might have missed?

Cheers!

Max 👋

P.S. Want to make your team & company AI-first? Let us help here.