One On One Tutoring

topic on 5 shows · 6 statements across 5 episodes

the Pitch Cheeky Pint How I Built This the a16z Podcast All-In

6 statements about One On One Tutoring, every show

ALL-IN Assertion Supported
Calacanis: 1-on-1 tutoring improves student performance by two standard deviations
“Basically we've known since the eighties that if you are one-on-one tutored, you are two standard deviation betters than students that are educated in a classroom.”
Jason Calacanis Sep 4, 2026 ▶ 1:16:52 GPT-6 Hits AGI? Tech Euphoria 2.0, SF Mansion Shortage, NYC Bans AI in Schools & Venezuela Oil Deal
Khan: One-on-one tutoring can dramatically accelerate almost all students
“If you do have one-on-one tutoring and that tutor is able to identify what your gaps are, and fill in those gaps, especially in subjects like mathematics, that most kids can actually, probably all kids could be accelerated dramatically”
Sal Khan Dec 8, 2025 ▶ 24:43 Khan Academy: Sal Khan. From Tutoring His Cousins to Teaching the World For Free (September 2020)
Collison: Schools structurally cannot provide 1-on-1 mastery learning
“You get way better outcomes with one-on-one tutoring focused on mastery learning, where you only progress through topics once the student has mastered the prior topic, and you kind of move your way sequentially through things. And schools almost definitionally…”
John Collison Oct 28, 2025 ▶ 49:24 Casey Handmer of Terraform Industries on solar maximalism, hard tech, and reclaiming the Salton Sea
THE PITCH Insight
Hyatt: One-on-one tutoring is an inefficient service model professionals want to escape
“You are still A one-on-one where the other person has to consume, ah, their person hours times rate, which is back to a service model, which is an inefficient model that lawyers and accountants and everybody else are desperate to get out of.”
Michael Hyatt Mar 3, 2025 ▶ 10:47 #55 A New Spin on VR
a16z Assertion Partly supported
Andreessen: One-on-one tutoring reliably yields a two-sigma boost in student outcomes
“There is one exception. There is one educational intervention technique that reliably it generates better outcomes. And in fact, it generates what are called two sigma better outcomes. So two standard deviations. So it's an intervention that routinely takes ki…”
Marc Andreessen Jan 23, 2024 ▶ 21:35 Fixing Higher Education & New Startup Opportunities
a16z Assertion Contradicted
Horowitz: One-on-one tutoring is the only consistently proven intervention for autistic students
“This is also true with autistic kids. They've done similar research. And the one thing that works is one-on-one tutoring. Or the one thing that's proven of all the interventions consistently, there is a professor with UCLA, Ivar Lovas, who kind of proved that …”
Ben Horowitz Jan 23, 2024 ▶ 21:53 Fixing Higher Education & New Startup Opportunities

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