Proof of Work Just Became an Admissions Standard. Your Transcript Did Not.

A Berkeley paper found the grade inflation is larger in courses where homework carries more weight. Yesterday Andreessen Horowitz launched a school with no homework at all.

That is the part everyone quoted. No grades, no tests, no homework, fifty students, San Francisco, free.

The paragraph that matters is near the bottom of the announcement, and almost nobody quoted it. Here it is, verbatim:

“The Academy intends to seek regulatory approvals for a two-year program that we hope to begin in Fall 2028. That program is not currently offered or enrolling students. We’ll be filing an application for this soon and, if approved, expect to charge an annual tuition similar to that of an elite private university.”

That is not a provocation about homework. That is a for profit education company saying it intends to file for approval and charge what an elite private university charges.

The free year is the demo. The filing is the product. And the thing it is competing for is not your students. It is the job your transcript used to do.

What was actually announced

The Horowitz Andreessen Academy launched on September 22, 2026, written up by founder and CEO Gagan Biyani, who co-founded Udemy and Maven. The Founding Class Fellowship is one year, begins September 2027 in San Francisco, is tuition free, and is expected to include roughly 50 students. It raised $42 million in total funding led by a16z, which is investing $35 million of that. Marc Andreessen and Erik Torenberg join the board.

Ten founding partners signed on: Anduril, Anthropic, Coinbase, Google, Meta, NVIDIA, OpenAI, Palantir, Replit, and Stripe. More than 40 additional companies signed on as hiring partners. Courses run two days to four weeks and are taught by practitioners. The named faculty and guest list includes Sam Altman, Brian Armstrong, Dylan Field, Amjad Masad, Naval Ravikant, and Marc Andreessen.

The Academy is not accredited. The Founding Class Fellowship awards no college degree and no college credit. It does not participate in federal or state financial aid and 529 funds cannot be used tax free against it. Students arrange their own housing, and the Academy’s own FAQ names the going rate it found in San Francisco: $1,600 to $1,800 a month for a shared dorm, $2,300 to $2,600 for single occupancy.

So the free year is free the way a demo is free.

The part that should hold your attention is the application

Read what the Academy asks a seventeen year old to submit. Stage one is contact information, a link to a personal portfolio website showing what they have built, a short video, test scores, and a high school transcript.

No essays. No recommendation letters. Not at that stage. The FAQ says it plainly: admission is primarily chosen on proof of work.

Proof of work is the phrase to sit with, because it is a claim about what a credential is for. The Academy is saying that the artifact a student produced is more informative than the account a student wrote of themselves, and more informative than the letter somebody else wrote about them.

Whatever you think of the people making that argument, notice that it is an assessment argument, not a marketing one. And notice who is now making it out loud, with $42 million behind it and Google and NVIDIA on the letterhead.

And then there is the sentence in the FAQ about AI

The Academy publishes an answer to “Can I use AI to help with my application?” The answer is yes, with a line drawn:

“Use AI the way you’d use it on any project: to move faster, test ideas, and get past a blank page. What we want to see is how you think and what you’ve actually built. Do not use AI to write for you; write your own story in your own words.”

Read that twice, because it is doing something most syllabi still do not do. It names the permitted use in concrete verbs. It names the prohibited use in one clause. It explains why the line sits where it sits, and the reason is about evidence rather than about ethics.

A school with fifty students and no accreditation published a clearer AI policy than most course catalogs contain. That is not a compliment to them. It is a measurement of how long the rest of us have been circling.

Why this lands now and not five years ago

Here is the piece that connects the Academy’s pitch to the thing already happening inside your building.

Igor Chirikov at the Center for Studies in Higher Education at the University of California, Berkeley published a working paper on May 13, 2026 titled “Artificial Intelligence and Grade Inflation.” He analyzed more than 500,000 grades at a large research university from 2018 to 2025 using a difference in differences design. His first sentence is the whole argument: generative AI tools can undermine the informational value of grades by performing graded course tasks.

The finding: in courses with more AI exposed tasks, such as writing and coding, the share of A grades rose by 13 percentage points after ChatGPT was released, or about 30 percent relative to the 2022 baseline.

Now read the next line of that abstract, because this is the one that should stop you.

“These increases were larger where homework carried greater weight, consistent with AI substituting for student work rather than broad learning gains from AI.”

Larger where homework carried greater weight.

Yesterday a venture firm launched a school whose headline feature is that it has no homework, and staffed it with the companies that built the tools in Chirikov’s data. Whether or not anyone there read the paper, the market read the signal correctly. Homework stopped carrying information first. The Academy simply stopped pretending otherwise and asked for the portfolio instead.

That is the opening it walked through. It did not have to argue that college is bad. It only had to notice that the transcript has been getting quieter, and offer something louder in its place.

What this actually asks of faculty

Nothing about this says stop teaching. It says the evidence layer moved, and whoever documents evidence best will own the credential.

Three things follow, and none of them require a committee.

One. A submission that is only a product is now ambiguous by default. A finished essay, a working script, a clean deck: each of those can be produced many ways, and the artifact alone no longer tells you which way. This is not a cheating problem. It is an information problem, and the fix is to ask for one more thing alongside the product.

Two. The extra thing to ask for is small. Three lines. What did you try first, what changed your mind, what would you do differently with another hour. A student who did the work answers that in ninety seconds. A student who did not cannot answer it at all, and neither can a model that never watched them work. You are not adding an assignment. You are adding a record.

Three. Write the AI line the way the Academy wrote it. Permitted use in verbs. Prohibited use in one clause. The reason stated. If your policy needs a paragraph of hedging, the policy is not finished, and students will read the hedging as permission.

Do that across a course and you have built something the Academy cannot buy with $42 million, because it is not content and it is not access. It is a Course Record: a documented account of what a specific student actually did, assessed by somebody who was there. Sam Altman can teach a four week course. He cannot certify that your student reasoned through the third draft.

The thing to watch for is the filing

The Founding Class Fellowship is free, unaccredited, and fifty students. It is easy to file under experiment and move on.

The two year program is the product. Regulatory approval, Fall 2028, priced like an elite private university, not currently offered or enrolling anyone. That application is the entire strategy in one sentence: run a free cohort, collect the portfolios, then go get the credential and charge for it.

Which means the next two years are the window in which the portfolio and the transcript compete on the open market, in public, and the side with better documented evidence wins.

Your students already generate that evidence every week. Almost none of it is being kept.

Start keeping it.

Your next step

If you want the fastest version of this, take one assignment and rewrite it so the submission carries its own record. That is what The Proof of Work Rewrite walks you through, by hand, in about 35 minutes.

When you get to the end of it you will be holding one rewritten assignment, and you will already know what the next thought is, because it arrives on its own: that is one. Your syllabus has eleven more.

That is the job the Assessment Builder does. It takes an outcome you already wrote and produces the assessment, the record prompt, and the rubric line that grades the record rather than the polish, for every assignment in the course instead of one.

If you would rather think out loud about it first, the Harvest Kernel Learning Community is free, and this exact question is the conversation happening there this week.

Sources

• Gagan Biyani, “Introducing The Horowitz Andreessen Academy,” a16z, September 22, 2026. a16z.news
• The Horowitz Andreessen Academy, Frequently Asked Questions. theacademysf.com/faq
• Emma Roth, “Andreessen Horowitz is launching an ‘academy’ with no homework and partnerships with Palantir, Google, and Meta,” The Verge, September 22, 2026. theverge.com
• Igor Chirikov, “Artificial Intelligence and Grade Inflation,” CSHE Higher Education Working Paper Series Vol 26-3, Center for Studies in Higher Education, University of California, Berkeley, May 13, 2026. cshe.berkeley.edu