bryanhpchiang

Autonomous Company Protocol

One-liner: A protocol for launching, funding, and governing AI-run companies — where every company is a token and every token is backed by real revenue.

The Thesis

Building a company comes down to three things: capital, people, and iteration.

Dungeon Master with Hidden State

Fine-tune a thinking model to run tabletop RPG sessions where the DM maintains secret world state, NPC motivations, and plot hooks in the <think> block while delivering immersive narration to players.

The Core Idea

The <think> block becomes the DM's private notes:

Monster positions and stats
NPC secrets and motivations
Trap locations and triggers

	from marvin import ai_fn
	from pydantic import BaseModel
	import asyncio


	class Fruit(BaseModel):
	name: str


	@ai_fn

	const sleep = ms => { return new Promise(resolve => setTimeout(resolve, ms)) }


	const injectButton = async () => {
	// Similiarly, we also need to wait for the page to load in...
	await sleep(1000);
	console.log("hey");
	const {url} = await fetch("https://bhchiang--get-url-get.modal.run/").then(r => r.json());
	const URL = `${url}/get_prompt`;