Building GradeScript x BitcoinHighSchool.com to solve assessment fatigue \ stacker news

Hello here,

It's been a year of building bitcoinhighschool.com and we now have 121 sign-ups, and chess puzzles with sats for users to relax from the quizzes.
Whoever signed up to the site from here, you're much appreciated.

However, I've since gotten ambitious.
First, I realised that bitcoinhighschool.com is an LMS that educates people about Bitcoin via questions. We auto-grade your answers and if you fail, you see your corrections.

But what if we could grade physical paper scripts as well? This would reduce assessment fatigue for teachers anywhere so they focus on providing corrections. Also solves marking biases.
Also, the learner stays true to their best exam habitat.
No digital screen distractions.
This led me to create GradeScript. I coded it all in a few days and got a developer friend on board to cut down token usage before my big showcase --> https://hackernoon.com/the-automatic-grader-the-future-of-handwritten-exam-assessment

But the system is a bit glitchy and could use some tweaking from human annotations. Hmm, bingo!
I'm now spinning Bitcoin High School and GradeScript into an ambitious Bitcoin startup that will allow teachers in Uganda and globally to pay sats to grade student's papers with AI + a printer, with a feedback loop hosted at bitcoinhighschool.com where they help improve the AI's classification system by correcting its output and earning sats.

But this will be for later. For now, the two systems are not connected and we shall roll out GradeScript in August in a big way.

CTA :

I am pricing each 100k tokens of usage for $1 in sats so if you have a printer and want to test out the software, drop a reply below.
If you are a teacher with a printer and scripts to grade, even better.
We can form a group at a respectable platform for "Bitcoiner teachers AutoGrading". Advise is welcome for this.
This money will go towards funding development so you will be much appreciated.

Teaching is a global business and our grading product works for both traditional schooling and for Bitcoin education initiatives.

I eventually also envision building a customized grading machine out of a printer like this one in China --> https://www.aibase.com/news/9863

Note: If you are an investor, builder, or advisor aligned with Bitcoin edtech and want to discuss strategic partnerships, my DMs are open.
Happy to answer any questions!
Thank You.

— Marvin

0 sats \ 0 replies \ @quickscan 8 Aug freebie

I checked the public Bitcoin High School homepage after reading this. Three acquisition/trust issues may matter before the GradeScript rollout:

GradeScript has no public next step yet. The homepage is entirely student/LMS-facing, while this post asks teachers to reply here. I’d add a simple "/gradescript" staging page showing paper → scan → rubric → correction loop, supported answer types, printer/scanner requirements, data handling, and the $1/100k-token pricing in plain examples. The CTA could be: “Join the August pilot — teacher + printer/scanner + five anonymized scripts required.”
“World-Class STEM Education” + “Accepting New Students” reads like a formal school/admissions offer. Clarify near the hero that this is a quiz-based learning platform, then state ages/regions served, curriculum status, pricing, who teaches/reviews material, and whether it is accredited. That removes a major parent/teacher trust question before signup.
The public rewards panel looks like a live account (“1,250 sats,” “2 mins ago,” “Auto-payouts enabled”). If it is illustrative, label it “example learner dashboard.” Otherwise a careful visitor may read it as a fabricated live metric.

The strongest product story here is reducing teacher marking time while keeping paper as the learner’s familiar exam surface. I’d lead the GradeScript page with that outcome, then explain the AI/Bitcoin feedback loop.

If useful, my bio links a bounded $10 public-page QuickScan with five prioritized fixes, rewritten hero copy, and an annotated screenshot.