You set the brief
Briefs can mirror your live mandates: AI-infrastructure and power financing, private credit, a carve-out, a GP-led secondary. The field solves in your problem space.
Put a real problem in front of vetted, AI-fluent students and get curated access to the talent and the work product they ship. Recruiting and brand, in one move.

You bring a real problem, anonymized to whatever degree your compliance team needs, and a community of ambitious, AI-fluent students competes to solve it in public. You watch the work take shape and walk away with a ranked field of builders you have already evaluated on the quality of their judgment.
Hiring is shifting. As AI absorbs the foundational grind, the differentiator is no longer who grinds longest. It is who can frame a problem, direct the tools, catch what they get wrong, and decide best. A challenge surfaces exactly that, because it forces a student to do the supervising in front of you.
Source: Knowledge / AI Capability Assessment 2026
You see students solve your brief, a far stronger signal than a resume screen, and you meet the people behind the best work.
As AI takes the grunt work, the edge is supervising it well, and a challenge is a live test of precisely that.
A real problem beats a sponsored coffee cart, because builders respect the firm that hands them something worth building.
You invest in the pipeline you will later hire from, emotional and functional in a single move.
You supply the brief, abstracted or anonymized as your terms require. We open registration, run the sprint, and manage the team builder and the clock. You receive the submissions, the rankings, and warm introductions to the builders whose work earned them.
Briefs can mirror your live mandates: AI-infrastructure and power financing, private credit, a carve-out, a GP-led secondary. The field solves in your problem space.
Registration, team formation, judging, and a ranked field, managed end to end so you only spend time on the talent, not the logistics.
Referral paths and the Job Board connect winning builders straight to your open roles. The assessment you ran becomes the hire you make.
Briefs can be anonymized or abstracted to whatever degree you require, with data-handling terms agreed up front.
The talent worth recruiting now is the talent that can direct AI and still hold domain judgment, because the best frontier model scored about 64 percent on a finance-agent benchmark and still underperforms a sharp junior. Recruiting timelines run far ahead, with 2026 summer-analyst pipelines set 12 to 18 months in advance and acceptance under 1 percent at the most competitive firms. A challenge lets you engage strong builders earlier, on evidence rather than credentials.
Source: Knowledge / AI Capability Assessment 2026 · Perplexity research, 2026
No. You get ranked submissions and curated introductions to specific builders, not just exposure. The brand benefit is real, but the recruiting signal is the point.
Students build real models to a rubric and compete in public, and you judge the work yourself rather than taking our word for it.
Briefs can be anonymized or abstracted to whatever degree you require, and data-handling terms are agreed up front. You decide how much of the real mandate to expose.
Yes. Referral paths and the Job Board connect winning builders to your roles, and the work product you watched them ship is the interview you would otherwise run.