chud.
chud.
The AI study companion that teaches instead of answering. Live now.
Software that teaches
SPARKk is a student-run AI lab. We build products people actually use, design and consult for people who need it, and teach free classes in public libraries.
chud.
Open chud.It hands you the method, not the answer.
Opens chudai.studio in your browser · you send it there
- ChatExplain a concept, draft something, quiz me, make a plan.
- My ClassesYour classes, grades and tests — with a debrief after each one.
- ResearchDeep reports that keep every source and cite them.
- Morning briefA scheduled look at what's due before your day starts.
WHAT WE MAKE
Everything, one lab.
CrewUP
CrewUP
Neighbourhood jobs, done by students. Tracking works today; payments are next.
MUN Command
MUN Command
A whole Model UN conference in one platform. Running KnightMUN.
sparkk studio
sparkk studio
AI consulting and website design for people who need both.
The Initiative
The Initiative
Free STEAM classes at 12 public library branches across three states.
Given away
Given away
Two builds donated outright — KnightNetwork and the KnightMUN site.
THE REST OF IT
Everything else we build
Initiative
sparkk studio12
library branches with free classes
AI consulting and website design
→The Initiative
CrewUPFree STEAM classes, taught by students
→Neighbourhood jobs, done by students
→MUN Command
CommitmentsCommittees, chairs, delegates — one platform
→What chud. gets wrong
A dated, graded list of what is broken, weak or unfinished. Published because a study tool that only tells you what it is good at is not one you should trust.
→How we design
→7
consecutive Saturdays at one branch
MUN Command
See the platformWe built a conference, then gave it away.
Volume I, the host school and the date — then two things to do: register a school, or read the slate.
Committees, background guides, 133 country dossiers, the schedule and school registration — the whole of knightmun.com. Student-run, at a public high school, and the conference owns it outright.
5
Committees133
Country dossiers5
Background guidesVolume I · October 17, 2026 · North Penn High School · $30 per delegate, all-in.
THE INITIATIVE
Counted, not claimed.
The Initiative is our 501(c)(3) programme; sparkk digital is a for-profit company. These numbers belong to the Initiative.
12library branches with active chaptersas of Aug 2026
17approved student teachersas of Aug 2026
7consecutive Saturdays at one branchJan–Mar 2026, North Wales
10/10seats filled, Intro to CrochetAug 2026, one class
Our own photographs, from our own classes · North Wales Area Library · not stock, not AI
NOTES
What we're thinking about
Design
How we design
Colour is the information. Type is the volume. Evidence sits next to every claim.
29 Aug 2026 · DeveshProduct
Teach, don't cheat
Why chud. ends explanations with a question, and what that costs us.
29 Aug 2026 · DeveshChangelog
What broke this week
The primary model went down and Study mode came offline. Both, written up.
29 Aug 2026 · DeveshAsk it something hard.
Opens chudai.studio in your browser · you send it there
