Welcome to this week’s Beta Update 👋
*Note: You’re receiving this update because you previously registered for a Beta University–hosted or co-hosted event via our Luma calendar and opted in to receive communications from the hosts.
📅 Coming up
Saturday 4/18: MultiModel Hackathon with Beta Fund
🥇 #1 — $2,000 cash🥈 #2 — $1,500 cash🥉 #3 — $500 cash
Topics: AI Video Agents for Vertical Industries, AI-Powered Content Automation, Voice + Video AI Agents, AI DevTools for Video, Physical AI + Simulation
P.S.: If you want to help support the next event, drop us a note at daniel@betauniversity.org for sponsorship inquiries.
What happened last week?
Last Saturday at Memory Genesis Competition 2026 Demo Day. We are proud to announce a $25,000 direct investment prize awarded to the AI Data Technician team at the Memory Genesis Competition 2026, hosted by EverMind and Shanda Group. While the industry remains fixated on raw compute, our investment thesis focuses on memory as the "soul" of the agentic stack. Led by Yuan Sui, Geeling Chau (PhDs at Caltech), and Professor Yisong Yue, the team is tackling the "Hidden Expertise Problem" by building a system that learns directly from scientist interactions to analyze high-dimensional time series data.
By integrating with EverMemOS, the team has developed a "Memory Flywheel" that transforms expert intuition into a scalable, persistent asset. This ability to institutionalize domain knowledge creates a formidable GTM moat, moving beyond simple automation toward deep, specialized intelligence. We also want to congratulate the Beta University founders, Rachid Hakmi and Marouane LAMHARZI ALAOUI, for securing second place. Beta Fund remains committed to backing the next generation of high-signal technical builders who are defining the future of AI memory infrastructure.
Last week at Beta University, we hosted a high-stakes panel featuring Ryan Green (Principal at Antler), Adam Cai (Founder at Numix), and Omeed Tabiei (Optimist Legal) to deconstruct the structural traps killing AI startups in 2026. The discussion moved past the AI hype to focus on the "hard math" of survival: investors have pivoted from "potential" to the Burn Multiple (Burn vs. New ARR). In a compute-heavy world where R&D is a capital black hole, a pitch deck might get you a meeting, but only a repeatable GTM motion gets you the wire.
The panel emphasized that founders don’t lose their companies through equity dilution, but through restrictive board seats. The consensus was clear: avoid surrendering board control at Pre-Seed and stick to Observer status at most for Seed rounds to prevent lead investors from vetoing critical GTM pivots. Furthermore, we addressed the dangerous valuation disconnect: while fundraising is driven by narrative, exits are driven by EBITDA multiples. Understanding the mechanics of an acquisition before the first raise is the only way to avoid building a high-priced cage for yourself. Thank you to everyone who joined the conversation as we continue to back high-signal builders.
Beta Fund Builders Club
Join the Builders Club, the official Discord hub for future Beta Fund Hackathons.
We are centralizing a high-signal community of founders and engineers. This isn’t just another chat server—it is the direct pipeline to our investment team and ecosystem partners.
What’s on the line:
Direct Investment: On-the-spot investment checks for exceptional projects.
Hardware & Capital: High-tier prizes including Cash, Mac Minis, and more.
GTM Support: Direct access to Beta Fund’s resources to help you scale and move from hack to startup.
If you are building at the edge, join us to connect with mentors, find co-founders, and secure the backing your project needs.
Cheers,
Beta University Team
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