● live vj instrument · good point detection

the brainrot box

It listens to the room and paints it. A judge reads the transcript and when somebody lands a banger, the canvas flashes the quote and writes it in a ledger. The meeting gets a score now.

▶  open the box works on any laptop · 🎤 mic or a live Otter feed · nothing to install

why it exists

0:00
Mid-demo. It's landing — eye contact, nods.
0:04
The architecture slide. Boxes, arrows.
0:11
The room goes quiet. Someone opens Slack.
0:12
The box paints the room's own words in neon. Eyes come back.

For presenters who can feel a room drifting, and organizers who'd rather not be the one cutting people off. It is also, technically, a coping mechanism.

the brainrot box live: transcript on the left, an 8/10 banger flashing, the canvas painting the quote
live: the transcript lands on the left, the judge flags an 8/10, the canvas takes the quote

live

The transcript as it happens, and the bangers ledger — every scored good point, quote and reason.

graph

The conversation as a topic timeline: frames open as subjects shift, returns marked, decisions and action items on their own rail.

studio

Watch one model write animation tools live — code streaming — while a faster one stacks and tunes them to match the room.

the two models

One box that paints the room while little detectors read it.

the canvas · paints
toolsmith × compositor
two models in TEE enclaves · NEAR + Chutes
  • toolsmith writes little animation tools, live
  • compositor VJs them, 2–5 layers a frame
  • e2ee prompts decrypt only inside the enclave
the detectors · read
judge · decoder · distill
every few seconds, over the same transcript
  • judge scores the last minute: quote · why · 0–10
  • decoder types the talk into the topic timeline
  • distill turns the mood into a visual brief

speech via your 🎤 or a scoped, revocable Otter read token — no raw mic upload, no copied cookies

the meeting, as heard banger · 8 banger · 9 mumbling about architecture meeting →
room speech → transcript → judge · decoder · distill → brief → toolsmith writes a tool → compositor stacks 2–5 layers → canvas

the loop

Complain about the box to the box. It ships the fix overnight.

in the meeting
Feedback and ideas are just… said out loud. Nobody files anything.
transcript lands
An intake pass reads finished Otter transcripts through the same scoped token, looking for feedback to act on and work worth taking.
before acting
The swarm posts a Matrix warning of what it's about to take on — reply veto within the window to stop it.
by morning
Accepted items come back as evidence-gated fixes: coding agents work them overnight, and a screenshot gate proves each one before it merges.

next

The box gets a voice in the room.

soon
Summons the meeting to order when it's time to start.
soon
Calls on people — the quiet ones get the floor without anyone having to hand it to them.
soon
Cuts people off when they run over — every confrontation the organizer would rather not have, delegated to a box that cannot be offended.

Prompts decrypt only inside the model's enclave — the inference provider's gateway and the network path never see a word. Runs on an attested CVM.