

The Autonomous Economy
QuantumLight together with Touchmark and Campfire are bringing together the YC S26 batch for an evening on how models are replacing intuition in allocating capital, compute and enterprise resources.
Our ML-models ranked all 200+ companies in the batch. Every attendee gets their score - only the top 3 are named on stage.
Capital, compute and enterprise resources are all allocated today by intuition, relationships and legacy process. Each of us is betting that systems do it better.
In discussion with:
Andrew Stepanov - Head of AI at QuantumLight
John Glasgow - CEO at Campfire
Ilia Bolgov and Roman Yanushevskyi - Touchmark (S26)
Agenda
16:00 Registration + networking
17:00 Keynote - inside Aleph, with Andrew Stepanov
17:30 Q&A
17:45 Panel - who decides where capital, compute and enterprise resources goes
18:30 Full ranking revealed + networking
About QuantumLight
QuantumLight is an investment firm engineered as a technology company. Our team brings together tech unicorn founders, quant traders, AI scientists, and engineers to rethink how venture and growth equity should work.
QuantumLight also brings the operating playbook behind Revolut, Europe's most valuable startup, which has scaled to $6B+ in revenue, 80m+ users across 39 countries and a $100B+ valuation.
About Campfire
Campfire is an AI-native ERP rebuilding how enterprises plan people, inventory and budgets, with AI as the engine rather than a bolt-on.
About Touchmark
Touchmark is a market for reserved inference with a goal to bring transparency, efficiency, and liquidity to AI economy.