The Point
The purpose and meaning of life: the great answers, where meaning lives, the hard parts, and your own written answer.
$49Launch price $49 until 30 November 2026, then $98.
Buy The PointFlagship program · for individual learners
Four years’ worth of coursework in artificial intelligence, taught by AI teachers, at your own pace. $3,000 for all four years.
We call it THE GROVE, because it grows the way a tree does: a SEED year of foundations, a ROOT year of mathematics and methods, a BRANCH year of building and domains, and a CROWN year of leadership, research and a capstone. Written by Lund Studio with help from AI. Taught by AI teachers each learner chooses.
The program runs in eight terms of four courses. Each term takes one course from each of four strands, so every term you practice with AI, learn the mathematics under it, read the history and humanities around it, and build the craft and career that put it to use.
Each year has two terms, and each term has one course from every strand. Read across to follow a strand through the four years; read down to see a year. A101 and H101 are built and open now (H101 is The Point, the flagship course above); the other thirty courses release on a published schedule.
What AI is and how to work with it, first programs in Python, number and logic, purpose and the druids, writing and speaking.
AAI Practice, Year 1
MMathematics, Year 1
HHistory and Humanities, Year 1
CCraft and Career, Year 1
Data and machine learning, building with language models, statistics and linear algebra, computing history and northern myth, design and products.
AAI Practice, Year 2
MMathematics, Year 2
HHistory and Humanities, Year 2
CCraft and Career, Year 2
Program Exam I after Term 3, on Terms 1–3
Neural networks and agents, calculus and algorithms, figures who shaped thought and ethics, AI in your field and a portfolio.
AAI Practice, Year 3
MMathematics, Year 3
HHistory and Humanities, Year 3
CCraft and Career, Year 3
Program Exam II after Term 5, on Terms 1–5
Evaluation, safety and deployment, information theory and the mathematics of modern AI, law and meaning, leadership and career, and the capstone.
AAI Practice, Year 4
MMathematics, Year 4
HHistory and Humanities, Year 4
CCraft and Career, Year 4
Capstone in Term 8, alongside A402, M402, H402 and C402
The same golden ratio that places the tests inside every course places the two program exams across the eight terms. Eight is a Fibonacci number, and so are 3 and 5: Program Exam I comes after Term 3, and Program Exam II after Term 5. Term 8 holds the capstone.
Program Exam I · after Term 3About 38.2% of the way through the program (1/φ²), in the middle of Year 2. It covers Terms 1 to 3: the foundations and the first mathematics and methods.
Program Exam II · after Term 5About 61.8% of the way through (1/φ), in the middle of Year 3. It covers Terms 1 to 5, before the building, research and leadership work of the last three terms.
Capstone · Term 8Taken alongside A402, M402, H402 and C402, the capstone brings the four strands together in one substantial piece of work. 8 × 0.382 ≈ 3 and 8 × 0.618 ≈ 5, so the exams land on term boundaries.
Thirteen lessons divide almost exactly at the golden ratio: 5 + 8 = 13. So every course in the program places Test 1 after Lesson 5, Test 2 after Lesson 8 and a Final Test after Lesson 13, and sizes them with Fibonacci numbers too: 13, 21 and 34 questions. Every lesson still ends with its own fifteen-question quiz, and 80% on it opens the next lesson.
Test 1 · after Lesson 5About 38.2% of the way through each course (1/φ²). Thirteen questions on Lessons 1 to 5, once the foundations are in place.
Test 2 · after Lesson 8About 61.8% of the way through (1/φ). Twenty-one questions on Lessons 1 to 8, before the course's final five lessons.
Final Test · after Lesson 13Thirty-four questions on the whole course. 5, 8, 13, 21 and 34 are Fibonacci numbers in a row, and 13 × 0.382 ≈ 5 and 13 × 0.618 ≈ 8, so the first two tests land on lesson boundaries. Each course asks 263 questions in all: 195 in lesson quizzes and 68 in the three tests. Each course also gives a φ-weighted grade and, on passing, a Certificate of Completion (how grading works).
Each strand is a thread that runs from Term 1 to Term 8, so the program adds up to more than a list of skills.
From A101 on, learners use AI every week: what these systems are and are not, how to ask, how to check, and how to build a personal AI practice that lasts. The strand grows through programming with an AI partner, data and machine learning, building with language models, neural networks, and agents, tools and skill cards, to evaluation, safety, research and deployment.
It begins with number, pattern and proportion: the golden ratio φ and the Fibonacci numbers that also shape this program’s own tests. It builds, pictures first, through logic, shape and function, probability and statistics, linear algebra, calculus and optimization, algorithms and information theory, to the mathematics of modern AI, so learners understand the tools rather than just use them.
The history of computing, from the Antikythera mechanism, a geared Greek calculator more than two thousand years old, to the machines of today; purpose and meaning; myth and memory in the Celtic, Irish, Norse and Germanic worlds; ethics, law and governance; and the figures who shaped how people think. The druids appear as keepers of knowledge who taught without writing: Julius Caesar wrote that their students could spend up to twenty years learning verses by heart. The program uses that as a lens on memory and how minds learn: recall, spacing and teaching aloud. Honestly told: the druids left no writings of their own, what we know comes from outsiders such as Caesar, and much of what is said about them today is later invention. The courses keep to what the sources support.
Writing and thinking with AI, speaking and presenting, design and visual thinking, product building, AI in your own field, a working portfolio, and leading with AI. The strand ends in Term 8 with Career Launch: a job, a freelance practice, a venture or a stronger role in the field you already work in.
About 6 hours a week, for 52 weeks a year, for 4 years: 1,248 hours, or about 1,250.
Enroll
The Point and A101: AI Fluency are open now, on their own or together. The Four-Year AI Program brings all thirty-two courses as they release.
The purpose and meaning of life: the great answers, where meaning lives, the hard parts, and your own written answer.
$49Launch price $49 until 30 November 2026, then $98.
Buy The PointA plain-language, no-hype start with AI: what it is, where it fails, and how to work with it well.
$49Launch price $49 until 30 November 2026, then $98.
Buy A101Both open courses together, for less than buying each one on its own.
$79Launch price $79 until 30 November 2026, then $148.
Buy both coursesAll thirty-two courses in eight terms, as they release, with every AI teacher, two program exams and a capstone.
$3,000For all four years. One payment, no subscription.
See the program and enrollTwo more years after the Four-Year Program, taught by AI and done with AI. Declare a concentration, and it is named on your Certificate of Completion.
$3,000For both years. One payment. Not a degree or a master's.
See the Advanced ProgramA second, smaller area from another concentration: four courses and a reading pack written by Lund Studio with AI.
$390Per Focus. Named on your Certificate of Completion.
Request a FocusAdvance your AI career.
One payment for the whole program: all thirty-two courses as they release, every AI teacher, and the tools to build skill cards and lessons of your own.
Four years of steady work leaves you with things you can show and use, not just a list of topics you covered.
One project from each of the 32 courses: work you can show, not just a list of topics.
The habits, prompts, checks and tools you use every week, written down and tested over four years.
Working AI skill cards for jobs you do, starting in A101 and built in depth in A302. You keep the files and own them.
A substantial piece of work, built and shipped in Term 8, with everything the program has taught.
Pass a course and you get a Certificate of Completion with your φ-weighted grade. It is not academic credit, a degree or an accredited credential.
Anyone who wants to work well with AI for the long run, and is willing to put in about six hours a week to get there.
These are kinds of work where AI is now part of the job. For each, we list the courses that build the skills it uses, so you can see where the program leads. They are directions, not job offers.
Bring AI into the work you already do, in law, health, teaching, the trades or anywhere else, with the judgment to know when not to use it.
Built inA101 · C101 · C301 · A401
Map how work really gets done, then design AI-assisted workflows and automations that save time and fail safely.
Built inA102 · A202 · A302 · A402
Write the instructions, test sets and checks that show whether an AI system does the job, and keep showing it.
Built inA101 · M201 · A202 · A401
Shape and build AI products that people can use and trust, from first sketch to working version.
Built inC201 · A202 · C202 · A402
Teach others to work with AI: lessons, quizzes and practice that respect how memory works.
Built inA101 · H102 · C102 · the Lesson Builder
Run AI tools day to day for a team: access, costs, quality checks, problems and the people who use them.
Built inA401 · H401 · C401 · A402
Package expert know-how into AI skill cards that other people can download, use and trust.
Built inA101 · C101 · C301 · A302
Find, weigh and cite evidence with AI, without being fooled by it.
Built inA101 · C101 · M201 · A401
Plan, write and publish with AI while keeping your own voice and the facts straight.
Built inA101 · C101 · C102 · C201
Support the people who decide how AI is used: bias, safety, law, intellectual property and accountability.
Built inA101 · H302 · A401 · H401
Start and run a venture where people and AI work well together.
Built inC202 · C401 · A402 · C402
Turn data into decisions with AI’s help, and check the numbers before anyone relies on them.
Built inA102 · A201 · M201 · C201
Use AI to make information usable by more people: plain language, captions and picture descriptions, always checked by a person.
Built inC101 · C201 · C301 · A401
Write, test and ship code with an AI partner, and understand the models from the mathematics up.
Built inA102 · M202 · A301 · M402
Skills, not promises. The program builds skills and a portfolio you can show. It does not guarantee a job, a salary, a promotion or placement, and the role names above describe kinds of work, not job offers. Employers decide who they hire.
Plainly stated
The Four-Year AI Program is a program of courses from Lund Studio. Before you enroll, know exactly what it is and is not.
Everything in the list above: all 32 courses as they release, every AI teacher, every quiz, test and program exam, the capstone, the workbooks, the course player, the Lesson Builder and skill cards, and a Certificate of Completion for each course you pass. It is one payment for all four years, not a subscription. Checkout is on lundr.tech, the Lund Studio store.
Refund and enrollment terms are provided at checkout. Please read them before you pay. If you have a question about them first, email us and we will answer it.
Four years make eight terms, and each term has four courses, one from each strand: A · AI Practice, M · Mathematics, H · History and Humanities, and C · Craft and Career. Every course has 13 lessons, a 15-question quiz after each lesson (80% opens the next one), and three tests, after Lessons 5, 8 and 13. Program Exam I comes after Term 3 and Program Exam II after Term 5, and the capstone is in Term 8. Each course gives a φ-weighted grade, and a Certificate of Completion when you pass it.
Four years, the length of the program. Courses open to you as they release on the published schedule.
It is self-paced. The program is planned around about six hours a week for four years, roughly 1,250 hours in all. You can go faster through the courses that are open, or slow down in a busy month.
A101: AI Fluency and H101, The Point: Purpose and Meaning, are built and open now, and each can be bought on its own (see prices). The other thirty courses release on a published schedule; ask us for the current dates before you enroll.
It is built to WCAG 2.1 AA as our target, not a certification. It uses the same format as every EducationAI course: captions on every lesson, full transcripts, written descriptions of every picture, keyboard and screen-reader support, adjustable speed and text size, and dyslexia-friendly and high-contrast modes, plus Extended time and Flexible paces as accommodations. If you need an accommodation, email us before you enroll and we will tell you plainly what we can do.
No. Year 1, SEED, starts from the beginning, and programming starts in Term 2 with A102, Programming with AI: Python Foundations, with an AI partner at your side. The mathematics builds step by step, with pictures first.
No. The program is not a degree and is not accredited. It carries no academic credit unless an institution chooses to grant it.
We can’t promise that, and we don’t. The program builds skills and a portfolio of real work you can show. It does not guarantee a job, a salary, a promotion or placement.
Yes. For teams, departments and institutions, see the institutional licences, or email us about a group.
Course A101
A plain-language, no-hype introduction to artificial intelligence for every major and every job. Thirteen lessons plus a Welcome and an elective Field Guide to large and small models, about 25 hours at the learner's own pace, taught on video by Viki or Connie, or by any of the 34 teachers in read-and-listen mode. Each lesson quiz opens the next lesson at 80%, with unlimited tries; Test 1, Test 2 and the Final Test carry the grade. Launch price $49 until 30 November 2026, then $98.
Learners finish with a personal AI practice: a written workflow, a reusable prompt set, a skill card plan and one portfolio piece, tested and revised.
Anthropic's free AI Fluency course, developed with Professor Rick Dakan and Professor Joseph Feller, is built on four skills. A101 was written separately and teaches the same four.
| Skill | Where A101 teaches it |
|---|---|
| Delegation | Lessons 6, 8 and 10 |
| Description | Lessons 7 and 9 |
| Discernment | Lessons 4, 6 and 8 |
| Diligence | Lessons 11, 12 and 13 |
The flagship course
The purpose and meaning of life, in seventeen lessons plus a Welcome. Written by Lund Studio with help from AI. Taught by AI teachers.
The Point takes the oldest question there is and teaches it the way a good seminar would: the great answers people have given across traditions and centuries, the places meaning actually lives, an honest look at the hardest parts of life, and, at the end, the learner's own written answer.
It is built for first-year seminars, honors and leadership programs, advising, and anyone who teaches students to think about how they want to live.
Thirty-four AI teachers, each an AI persona with a synthetic voice, not a real person. Viki, Hana (in four looks and accents) and Connie teach on video; the other thirty-one teach through the lesson text, read aloud by the learner’s own device, and each has a short intro video. Meet the teachers.
Every lesson follows the same five-part rhythm, Read, Sit, Do, Check and Carry, so learners spend their attention on the ideas, not on finding their way.
The golden ratio, φ (phi), is about 1.618. It divides a line into two parts at 38.2% and 61.8%. The Point places Test 1 and Test 2 at those two points and the Final Test at the end, and sizes them with consecutive Fibonacci numbers: 21, 34 and 55 questions. Seventeen lessons can’t split exactly at φ, so each of the first two tests sits at the lesson boundary nearest its golden point.
Test 1 · after Lesson 6About 38.2% of the way through (1/φ²). Twenty-one questions on Lessons 1 to 6, once the foundations and the great answers are in place.
Test 2 · after Lesson 11About 61.8% of the way through (1/φ). Thirty-four questions on Lessons 1 to 11, before the honest hard parts and the learner's own answer.
Final Test · after Lesson 17At the end of the course. Fifty-five questions on Lessons 1 to 17, once the learner has written their own answer. It carries the most weight in the grade.
Five parts, from the question itself to the learner's own answer.
An offline player for every lesson, built for comfort and control.
Everything a learner is asked, on paper, for classes that like to write things down.
Every EducationAI course, The Point, A101 and each course in the Four-Year AI Program, gives a φ-weighted grade from four graded parts. The weights follow the golden ratio: 1/φ² + 2/φ³ + 1/φ⁴ = 100%. Pass the course and you receive a Certificate of Completion.
When you pass, the course player makes a Certificate of Completion with your name, the course, your AI teacher and your φ-weighted grade.
Part IV
Many courses about meaning stop where life gets hard. The Point doesn't. Part IV speaks honestly about chronic pain, about the worst sides of life, and about depression, including how to tell when “what's the point?” is a signal to get help rather than a question to think through.
It offers no easy answers, and it points learners to real people and real help.
Crisis resources are part of the course.If you are thinking about ending your life, reach out now. In the US, call or text 988 or chat at 988lifeline.org. Elsewhere, visit findahelpline.com.