Elon Musk thinks the entire education system is built on a broken assumption.
That every student should learn the same thing. At the same speed. In the same order. At the same time.
Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.”
The model was designed for a factory economy. Standardized inputs. Predictable outputs.
That economy is gone. The assembly line is gone.
But the education system still runs on its logic.
A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait.
Neither is being served. Both are being processed.
Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.”
AI doesn’t teach a classroom. It teaches a student.
One at a time. Every time.
It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle.
It adjusts in real time. Not at the end of a semester when the damage is already done.
A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture.
The subject doesn’t change. The entry point does.
No teacher with thirty students can do this. Not because they lack skill.
Because the math doesn’t work.
AI doesn’t have that constraint.
Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.”
The brain isn’t broken. The format is.
Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes.
That’s not a discipline problem. That’s a design problem.
Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.”
Four years. Six figures of debt.
And the real value comes from the people sitting next to you. Not the institution charging you.
The degree doesn’t certify knowledge. It certifies endurance.
Musk: “If the goal is to start a company, I would say no point in finishing college.”
The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you.
Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace.
The question isn’t whether the old model survives.
It’s how long we keep forcing students through it while the replacement already exists.
Google just filed a huge lawsuit.
In doing so they accidentally exposed how ChatGPT and all of AI search actually works.
They also quietly revealed how SEO Stuff (https://t.co/wKpf0EILTx) has been getting customers traffic and sales from Google and ChatGPT over the past 12 months.
I'll start at the beginning.
If you missed it, a few weeks ago Google sued SerpApi, accusing it of bypassing security controls to scrape and resell Google Search results at scale.
That alone is a big deal.
There have been a lot of seemingly credible reports that OpenAI previously used SerpApi pipelines to access Google Search results for real-time answers inside ChatGPT.
This is all really important as businesses and service providers plan for 2026, because it is a reminder that AI search systems didn’t magically replace search.
This latest move by Google confirms it.
Even the most advanced LLMs still need:
- Fresh information
- Ranked sources
- Crawlable, extractable content
- Trusted third-party validation
Google’s index is still the strongest dataset on the internet.
If Google locks down access to that data, everything downstream changes, including how AI systems decide:
- What to mention
- What to cite
- What to trust
This lawsuit is about control of the retrieval layer.
As things presently stand, AI answers are built from:
- Search results
- Comparison pages
- Lists
- Reviews
- Structured landing pages
Your visibility inside ChatGPT, Gemini and AI Overviews still very much depends on a lot of classic SEO fundamentals.
And if scraped intermediaries become less reliable or legally risky, AI systems will lean even harder on:
- First-party authoritative content
- Clean entity definitions
- Trusted domains
- Structured information they can safely extract
This is exactly why SEO Stuff was built the way it was.
Not to “hack AI” or anything like it.
Not to chase LLM.txt type viral rumors.
Not to sell AI search stuff as a separate product.
SEO Stuff was designed piece by piece to make brands undeniable sources across both traditional and AI search.
For example, the SEO Stuff Gold Plan:
https://t.co/yEFyM0Ze7W
It focuses on:
- “Best X” and comparison content AI systems consistently cite
- Question-based H2s with direct, extractable answers
- TLDR summaries and clean structure
- Real DR50+ PR backlinks that reinforce trust signals
When AI systems need ranked, trusted sources, this is the content format they pull from.
Also, the Premium Content Bundle:
https://t.co/4CAnUt07PO
It builds:
- Category-level coverage
- Deep topical authority
- Internal linking that maps your entire market
- Content structured the way LLMs actually consume it
Think of it as creating a private training dataset for your brand, without relying on scraped shortcuts.
And then the Premium Backlink Bundle:
https://t.co/Z9m9D7TjES
Because authority still matters.
Even AI systems need confidence.
Backlinks from real, trusted sites tell both Google and AI engines:
“This source isn’t disposable.”
And in a world where Google is actively pushing back against scraping, that trust gap will only widen.
This lawsuit confirms something fairly important:
AI search has made good SEO non-negotiable.
If AI can’t safely scrape its way to answers, it will default to:
Structured content
Known entities
Trusted domains
If your brand isn’t one of those, you don’t get mentioned.
Not because you ranked number eight instead of number three, but because you weren’t clear, trusted, or extractable enough to begin with.
SEO Stuff (https://t.co/zvZUfkYWT4) is built for how search works heading into 2026.
For the layer of the web AI systems actually learn from.
If you want some of the “unconfirmed” cheat codes we have been using to get customers traffic from Google and ChatGPT over the last few months, just RT this, follow me, and reply with “Google AI cheat codes” and I’ll DM you.
You must do all three for the DM.
ChatGPT just stole Netflix's SEO expert.
Claude is offering $320,000/year for an SEO Lead.
Why are all these AI companies desperately acquiring SEO talent? It's pretty simple actually.
And it's the exact same reason SEO Stuff is coming off yet another record month (see my pinned tweet).
https://t.co/zvZUfkYWT4
Let's start with the ChatGPT hire.
The person they brought on spent a decade at Netflix before getting scooped up.
She joined OpenAI to focus on growth and acquisition for ChatGPT across web and search.
It has only been a couple of months but the results are already starting to speak for themselves.
7+ figures in revenue added.
Anthropic is now looking for an SEO Lead to work similar magic.
In their job description, Anthropic says they want someone to:
- Own technical SEO
- Own organic strategy
- Help define how they show up as “search gets reinvented by AI”
There is a reason all these AI companies are specifically looking for SEOs all of a sudden.
I mean, it's not like Anthropic doesn't already have massive brand awareness, built-in distribution and direct user demand.
And yet, they’re explicitly investing in SEO.
Why?
Well, simply put, it's because AI systems still depend on the web to discover, validate and contextualize information.
LLMs inherit trust from the same infrastructure SEO has always optimized.
Don't get me wrong, visibility today happens across Google Search, Google AI Overviews, Gemini, ChatGPT, Perplexity, Claude, etc.
No one is denying that the playing field has expanded.
But all of those systems still rely at their core on crawlable pages, authority signals, structured content, freshness, clear entities and external corroboration.
That’s SEO, just applied to slightly more surfaces.
We used to all sort of get that if you don't rank well in Google, you don't get search traffic.
Well, the same evolved version of that is still true.
If AI systems don’t understand you, they don’t recommend you.
And if Google doesn’t trust you, AI systems don’t see you in the first place.
SEO Stuff (https://t.co/wKpf0EILTx) works because it’s built around how both layers operate.
It is all about making brands eligible to be surfaced using the same sound systems that helped businesses get traffic from Google.
At this point, even AI-native companies like Anthropic and OpenAI know that Search is still the discovery layer and AI is just the interface.
Everything we’ve learned over the last few months points to the same truth:
AI visibility follows SEO fundamentals, structure, clarity and freshness.
That’s exactly what SEO Stuff's plans are designed for.
Let's start with the Gold Plan:
https://t.co/MMsDTFf4rg
- Authority-first setup
- Easily-extractable content
- Clean structure
- DR50+ backlinks from sites getting real traffic and already appearing in AI search
- Built for Google + AI simultaneously
Then there's the SEO Stuff Premium Content Bundle.
https://t.co/5osvnSaiGB
- Deep topical coverage
- Question-based structure
- Comparison and buyer-intent content
- Designed for AI reuse
Together, they turn your site into something AI systems can actually use.
When the company building one of the world’s most advanced AI models is hiring an SEO Lead, the message is clear: SEO is foundational.
Ditto for OpenAI stealing Netflix's SEO expert.
The winners going forward will be the clearest, most trusted and most structurally sound brands.
And that’s exactly what SEO Stuff was built to deliver.
If you want to understand how to stay visible across Google, ChatGPT and whatever comes next just follow + RT + reply with "AI SEO" and I'll DM you some cheat codes.