Capture before classification.
Prototype a spoken object that remains useful without allowing the transcript to replace the source audio.
Open brief →These are bounded slices of real ThumbThink concepts. Choose the problem that best demonstrates how you think and build.
Prototype a spoken object that remains useful without allowing the transcript to replace the source audio.
Open brief →The next problem will open after its public challenge slice is separated from protected project architecture.
Request notice →The challenge environment stays small enough to review seriously. New projects replace completed or paused challenges.
Enter roster →We look for comprehension, judgment, architecture, execution, communication, resourcefulness, intelligent AI leverage, and integrity. Fast code alone is not the test.