The reference
DARPA’s public challenge portfolio includes work on autonomous vehicles, robotics for difficult environments and automated cybersecurity. These examples show how a concrete task can focus contributions from different teams.
Our interpretation
The reusable lesson is the evaluation structure: specify the task, baseline, conditions and evidence that would justify moving forward. VisionSeek can begin with a small proof sprint around one institutional workflow before considering a larger challenge.
From enthusiasm to evidence
A useful test allows an unfavorable answer. Agree in advance what would count as a miss, when to repeat the experiment and when to stop. No prize or competition is being announced by this article.
REFERENCE SOURCE
DARPA · ChallengesExternal reference reviewed on 26 September 2026. Proposed VisionSeek applications are our interpretation, not DARPA programs or a partnership.