AI-First Organization

The Great Bifurcation: What AI Is Really Doing to Engineering, Hiring, and the Value of Software

Friday, August 14, 2026 · 2:00 PM CT · Vivek Sodera, Austen Allred

About this session

Everyone can feel the ground moving under them — but almost no one gets to see it from where Vivek Sodera sits. A serial founder (Superhuman, LiveRamp) and now Founder & GP of Supercharge.vc, Vivek has a window into hundreds of companies actually implementing AI right now: what’s working, what’s quietly failing, and what’s about to break.

In this live conversation, Austen sits down with Vivek to unpack the great bifurcation — the widening split between AI and non-AI engineers, between companies pulling ahead and those falling behind, and between the old rules of building software and the new ones. No slides, no script. Just an honest, unfiltered take from someone re-drawing his own playbook every few months.

In this session

  • What’s actually working — patterns Vivek sees across companies that are breaking out vs. the ones that won’t make it
  • The bifurcation of engineering talent — why the gap between AI and non-AI engineers is widening, and what it means for who you hire
  • The SaaS reckoning — how AI is compressing valuations from 10x to 2–3x ARR, and what that signals for operators
  • The new talent math — comp wars, “moneyball” hiring, and why headcount budgets are shrinking while token bills dwarf what AWS ever was
  • Building simultaneously, not sequentially — the rise of the full-stack founder and where defensibility actually comes from now
  • Leading vs. lagging indicators — how to stay ahead of a market that shifts every couple of months

About the speakers

Vivek Sodera — Guest. Vivek Sodera is the Founder & GP of Supercharge.vc, a first check / pre-seed fund investing in fullstack enterprise AI, physical AI, neolabs, infra, and AI data platforms — with early bets in enterprise AI companies Writer, Zed, Framework, Cinder, and many others. He’s been a serial founder of multiple AI companies including productivity suite Superhuman (acquired by Grammarly for ~$1B) and marketing platform LiveRamp (went public in 2018 as NYSE: RAMP, acquired by Publicis for $2.5B). He’s known for turning “product-market fit” from a buzzword into a repeatable engine.

Austen Allred — Host. Founder and CEO of Gauntlet AI, where several times a year cohorts of engineers are flown to Austin — costs covered — to get to the cutting edge of AI, alongside corporate trainings that bring entire product pods and teams through the same immersion. Previously founded Lambda School (later BloomTech), and has spent the past decade building education companies that move people to the frontier of how software gets built.