After some 10,000 online tutorials in 10 years, Sal Khan still starts most days at his office desk in Silicon Valley, recording himself solving math problems for his Khan Academy YouTube channel.

"OK, let F of X equal A times X to the N plus," he says cheerfully as he begins his latest.

Khan Academy has helped millions of people around the world — perhaps hundreds of millions — learn math, science and other subjects for free.

But these days, just one flight of stairs down from his office, there is a real school that couldn't be more different in form and structure from those online lectures.

Most Fridays, the lunch option includes a Socratic dialogue with Khan himself on a wide range of issues, ideas and trends.

"So the last couple of seminars we've been talking about technologies that will potentially change the world," the 39-year-old Louisiana native tells the students. "We did self-driving cars, virtual reality; we talked about life extension, and robots."

He's sitting on a picnic table with a small group of seventh- and eighth-graders, who are nibbling on their lunches. The seminar topic when I visited? The prospects and perils of artificial intelligence.

"What is artificial intelligence?" he asks. "How would you know something can think the same as a human being?" Khan asks.

They debate the ethics and delve deep into the anxieties of artificial intelligence.

"How do you know that it will listen to you?" a female student asks. "If it's a human brain, sometimes I don't listen when people tell me to do things and sometimes I make bad decisions. And this could make 10 times worse decisions!"

The discussion is quintessential Silicon Valley: self-referential veering toward self-important. Yet it's compelling, engaging — and genuinely different.

"Why can't you have an AI that is, like, completely peaceful and has no ego?" Khan asks the group, adding "Do you think intelligence and ego is correlated?"

"If we eliminate all our bias and ego, I mean, I have some ego!" another female student replies, chuckling.

Just another lunch chat at the Khan lab school.

Inside there's a big open classroom. The school's ethos of playful, student-driven inquiry gives it a Montessori-meets-Willy Wonka feel.

The kindergarten through eighth-grade school currently serves some 65 students. There are no grades or grade levels, or traditional homework. Students are organized by independence level, with all ages mixed together much of the day.

The students shape their own schedules, craft attainable daily and term goals, and help direct how the place is run.

In one area, students talk politics while drawing flags and maps on poster board. Elsewhere, students are rehearsing a play version of Shrek.

I wander into an adjacent room and find 8-year-old Ben writing quietly in his journal, sitting comfortably in a bean bag chair.

Should I read an entry to you? Ben asks.

Sure. That'd be great.

"This one was: What I wish we would have more of. I hope we have field trips. I have more entries, but I don't want to share them."

That's cool. It's your journal. I understand. "What do you like about your school?"

"That you can move at your own pace," he tells me. "You don't have to be with everybody else."

We're not using students' last names here at the request of the school.

A growing number of schools make personalized learning — a student working at his or her own pace — part of the curriculum. But the experiment here, in many ways, is how to make "personalized learning" into more than a nice slogan.

Here personalized exploration is built into every school day. The students I talked to love it.

"We get to take responsibility of what we want to do and where we wanna dive deeper," says 10-year-old Gurshan. "That's an opportunity we didn't really have at other schools. Here we're free to discover what we like. So I spend at least half an hour every day coding. I do Java script. And I'm just starting to learn Python."

Most teachers, too, have embraced the creative freedom of the Lab School. Mikki McMillion holds the title Lead Advisor. "That means you advise a group of kids" she says, a task well beyond a focus on curriculum and lessons. "We support and coach and advise their academic, social, personal progress."

McMillion taught English for many years at a public high school. Eventually, she says, she felt walled in and frustrated as she saw her students become ever more grade-obsessed. "Because of that, they will do things like not read books anymore. They'll only read the SparkNotes. I once had a freshman student tell me that, to succeed at our school, you had to lose your soul. I just thought: Oh, wow. That's painful, but I see why he's saying that."

But at this school, she says, she's been able to return to what drew her to teaching in the first place: helping students cultivate their interests and passions. "I can honestly say I know these kids inside and out. Part of that is because I have 15 and before I had 150. You just cannot get to personally know 150 kids. It's more like a factory operating line."

Role Models

What happens when you don't have the carrot and a stick of grades, McMillion says, is that "you now have to concentrate on meaning: Why are we doing this? What does it mean? Why is it important?"

Another way Khan's lab school is different: Older student serve as mentors to younger ones throughout the school day, not just occasionally.

"We're all in the same environment. They look at us as role models," says 13-year-old Isra. "So that makes us feel like, 'Hey we need to be polite, we need to be respectful.' "

But a key question is whether Khan's brick-and-mortar experiment will really help spread useful, scalable classroom insights and lessons, as Khan has vowed. Or whether it will simply become a great little independent school serving a small group of mostly wealthy Silicon Valley kids.

"We don't want to start just another progressive school that caters to people in Silicon Valley," Khan insists.

At times, the classroom looks like controlled chaos. But the emphasis on students taking charge, Sal Khan says, helps foster creativity and collaboration.

"We want to create something that has to push the envelope, and then share that with the rest of the world. I never viewed technology as a replacement for the human experience. I viewed it as something that could liberate the human experience."

His laboratory school is not-for-profit, like the virtual academy upstairs. But it is an exclusive, selective private school not at all like the Khan Academy slogan - "A Free World-Class Education For Anyone, Anywhere."

Actually, Khan's lab school slogan could be "a world class education for $25,000 a year for lucky Silicon Valley elites."

Khan disputes that. He says the point is to boldly experiment with research-based instruction. And then share everything the lab school learns with educators everywhere.

"Teachers are super over-worked; even to have the space to think about re-engineering is hard," he explains "Then, to actually do it, what is the curriculum? Everybody talks about project-based learning, but what are those projects?"

Khan has no illusions his lab experiment will solve longstanding K-12 challenges or find some pedagogic Holy Grail.

"I've learned that certain things are much harder than when you write about them in a book. But we're also connecting with similarly minded educators at public schools, private schools, charter schools, that cater to all sorts of different demographics, and learning together, and thinking together, 'How do we get more students to be able to experience personalized learning?' "

From earliest conception, he says, he and its founders saw the lab school as one thought-provoking experiment that could help catalyze change in the broader education ecosystem.

"It's not going to be the Lab School by itself. We're not delusional there," he says.

It's early yet.

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