Early-stage founders are routinely asked about projections, go-to-market plans, and scaling strategy often before they’ve validated the most basic assumptions behind their product or demonstrated any real traction with customers.

Are we unintentionally training founders to optimize for polish instead of learning?

This panel brings together founders, investors, and program operators to examine the questions we ask early-stage teams and whether those questions actually reduce risk or simply reward performance.

Panelists will discuss what signals they’ve stopped trusting, what questions have changed their conviction, and how ecosystems can better support evidence-based progress instead of surface-level milestones.

Attendees will leave with sharper questions to ask, whether they’re building, funding, or mentoring the next generation of startups.