AI,on a whiteboard.

Drop in PDFs, websites, videos, and images. Ask anything. Create mindmaps with AI.

dojonotes.com / today's board
Dojo whiteboard preview

used by students & teams at

Stanford UniversityHarvard Medical SchoolMITPrinceton UniversityUniversity of Texas at AustinMetaStanford UniversityHarvard Medical SchoolMITPrinceton UniversityUniversity of Texas at AustinMeta

Chat is linear. Your thinking isn't.

Every AI chatbot funnels you into the same shape: question, answer, question, answer. Threads pile up. Context slips away. You spend more time scrolling for that thing you asked three days ago than actually thinking. There's no map of where you've been.

a linear chatbot · msg 47
scroll ∞
summarize chapter 3
Chapter 3 introduces the periodic table — organized by atomic number, grouping elements with similar properties into columns…
wait, what was that about Mendeleev again?
Earlier you asked about Dmitri Mendeleev — let me find it…
show me the comparison from before
Could you clarify which comparison you mean?
the one with Meyer 😭
Got it. Meyer also proposed a periodic arrangement around 1869…
okay but compare all three side by side
Sure — here is a long block of text where the comparison gets buried again…
find that thing you said earlier
Scrolling through 47 messages to find it…
summarize chapter 3
Chapter 3 introduces the periodic table — organized by atomic number, grouping elements with similar properties into columns…
wait, what was that about Mendeleev again?
Earlier you asked about Dmitri Mendeleev — let me find it…
show me the comparison from before
Could you clarify which comparison you mean?
the one with Meyer 😭
Got it. Meyer also proposed a periodic arrangement around 1869…
okay but compare all three side by side
Sure — here is a long block of text where the comparison gets buried again…
find that thing you said earlier
Scrolling through 47 messages to find it…
context lost

Anything you can read, watch, or hear.

Paste a YouTube link. Drop a PDF. Point at a website. Upload an image or audio file. Each lands on your canvas — searchable, ask-able, connectable to anything else.

PDF node
YouTube node
Website node
TikTok node

Ask about everything.

Highlight anything — a paragraph, a frame from a video, a region of an image — and ask. The answer arrives threaded back to the source so you can always trace your thinking.

ask
summarize all of these sources

branchciterewrite

For students

Stop juggling 14 tabs the night before a final. Drop your professor's recording, the slide deck, and chapter 7 into the same workspace. Highlight what's confusing. Branch the parts you don't get. Walk in with the whole picture connected, not a scrolling Notion doc.

"explain slide 14 using the textbook section"
"what does the lecturer mean at 24:18?"
"quiz me on the gaps in my notes"
lecture-04.m4a
48:12 · Prof. Reed
bio-photosynthesis.pdf
42 slides
Chapter 7 — Cell Biology
38 pages · Campbell
synthesized
Photosynthesis — light, water, CO₂ → glucose
  • chlorophyll absorbs at ~430 & 660 nm
  • calvin cycle = light-independent stage
  • ?why does C4 outperform C3 in heat?

For content creators

Drop in 30 TikToks from a creator you admire. Dojo pulls out the hooks, the rhythms, the patterns — then writes a script in that style, tuned to your topic and your voice. Compare the top five posts of the month at a glance. Spot the move that's working before anyone else does.

"what hook is @username using lately?"
"draft a 45-sec script in this style about X"
"why did this post outperform the rest?"
@creator
2.3M views
@creator
847K views
@creator
4.1M views
@creator
612K views
@creator
1.8M views
@creator
956K views
generated script
"Stop scrolling. Here's the one habit every viral creator…"
hookbeatcta

For researchers

Drop in a stack of PDFs. Compare claims side-by-side. Ask cross-cutting questions and get back a synthesis that cites the exact paragraph it came from. Stop re-reading the same paper three times because you can't remember what it said.

"which papers disagree about attention head pruning?"
"summarize the methodology across all five"
"find every mention of dataset bias"
PDF
paper
Attention Is All You Need
Vaswani et al. · 2017
PDF
paper
BERT: Pre-training of Deep …
Devlin et al. · 2018
PDF
paper
GPT-3: Language Models are Few-Shot
Brown et al. · 2020
compared
Where they disagree:
  • Vaswani: attention dominant [p. 4]
  • Devlin: bidirectional ctx [p. 3]
  • Brown: scale > arch [p. 7]

For writers

Throw your sources on the board, connect them, sketch out the argument. Then ask Dojo to turn the structure into a first pass — every sentence already linked to where it came from. Outline once. Draft from the canvas.

"draft an intro from these three threads"
"rewrite this paragraph in a colder tone"
"what evidence am I missing for this claim?"
outline
  • 1.The hook — why this matters now
  • stat from [source A]
  • 2.The argument
  • [source B + C]
  • 3.What it means
drafted

For decades, the assumption held that recurrence was essential[A]. But the evidence pointed elsewhere: attention alone was enough[B,C]. That insight reshaped the field…

For founders & PMs

Drop in competitor sites, customer interviews, and pitch decks. See the market as a map, not a Notion doc. Find the gap by walking the canvas. Spot what every product in the space is getting wrong at the same time.

"where are these five products all weak?"
"what do these interviews say about pricing?"
"draft a one-pager from this research"
Linear
issue tracking
no docs
Notion
all-in-one
slow search
Coda
docs + tables
weak AI
Airtable
spreadsheets
no AI
the gap
All four are weak at:
spatial / canvas-native AI
cross-document context

For lifelong learners

Articles, YouTube saves, screenshots, podcasts — anything you've been hoarding in tabs and read-laters becomes something you can actually think with. Thread together everything you saved this month and ask it what you've been learning.

"thread together everything I saved this month"
"what topic keeps coming up in my reading?"
"explain this article using the others"
How attention works
article · saved
3blue1brown · Transformers
youtube · saved
diagram from twitter
screenshot · saved
Lex × Karpathy · ep 333
podcast · saved
Why RNNs lost
article · saved
this month
You've been learning about:
attentiontransformersRNNs (legacy)scaling laws
5 saves · 1 unread thread

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