21-year-old student wins hackathon with OpenAI Dots
He gave spreadsheet data from his university's geology lab to Dots running on GPT-6 Astra, which built a 3D visualization webpage overnight and won him $4,000.
a 21-year-old broke student won a hackathon + $4,000 thanks to OpenAI Dots here's what Dots are and how he used them. → runs on GPT-6 Astra → has its own cloud computer and browser → keeps working after you close the chat → learns how you work over time → connects to 4,000+ apps, messages you in Slack or Teams with ChatGPT you ask and it answers. with a dot, you set a goal and it keeps going until it brings you finished work to approve. what he built: his university's geology lab had survey data rotting in spreadsheets. he gave a dot one goal: turn it into a live screen the lab will actually use. the result: a 3D mountain made of 40,000 dots, live numbers that flash when they change, and a pixel spider that crawls across the screen reading values. the spider won the hackathon. how he worked: he wrote a 3-page spec and gave it to the dot as its goal. overnight, the dot built each section, screenshotted it in its own browser, and fixed what looked off. every morning he got a Slack message with the new version. he approved it or sent corrections. 4 lessons (steal this for yourself): 1. give it a goal, not a prompt. a prompt gets one answer. a goal gets an agent that works until it's done. 2. spec before code. the more precise you are, the less it guesses. 3. ban what looks AI-made: no gradients, no glow, no placeholder text, every number real. 4. let it iterate, keep the final call. the agent does the rounds; you make the decisions. result: 1st place, $4,000 from the lab, 3 more labs asking for one. next I'm breaking down his exact spec. stay tuned so you don't miss it, and show this to a friend who keeps saying "I can't build it." what would you build if an agent kept working while you slept?
This post quotes another post: x.com/teka1900/status/2105602481506156562