20VC: Who Wins the Inference Market | Has Open-Source LLM Inference Peaked? | What Happens to the Cost of Compute | The Real Limits of Post-Training and RL with Erik Bernhardsson, Modal CEO
2026-11-02
Erik Bernhardsson is the Co-Founder and CEO of Modal, the AI infrastructure platform for training models, running inference and powering AI agents. Modal has raised over $1.2 billion, including a recent $750 million Series D led by Accel at a $15.75BN valuation. The company has surpassed $1BN in ARR, growing more than 15x year-on-year. Previously, Erik built Spotify's original music recommendation system.
AGENDA:
05:30 - Why wait until your mid-30s to start a company?
06:40 - Is founding a startup really like "eating glass"?
08:00 - How to Raise $1BN with No Pitch Deck
08:45 - The danger of raising too much venture capital
09:40 - How much cash is Modal burning on GPUs?
10:30 - Do early-stage startups actually have moats?
13:30 - Who wins the inference market in the next 5 years?
15:30 - Are 90% software gross margins dead in AI?
17:45 - The "open-air drug market" for GPUs
21:30 - Will GPU hardware prices ever collapse?
22:15 - Are we about to overbuild data centers?
23:45 - Can custom silicon dethrone NVIDIA's monopoly?
24:30 - Is CUDA really the moat everyone claims it is?
25:20 - Are Neo Cloud providers partners or mortal enemies?
26:35 - Nebius vs. CoreWeave: who built the better business?
27:25 - Open-source vs. frontier models: which takes the lead?
28:20 - Can Europe ever build a competitive frontier model?
30:20 - The bull case for a $100B verticalized model company
37:15 - Modal's biggest resource allocation mistake
38:00 - Has open-source LLM inference already peaked?
41:30 - The real limits of post-training and RL
44:20 - How much does Modal spend every month on coding agents?
45:50 - The massive gold rush in selling data environments to labs
47:20 - Should enterprises own their own intelligence?
49:50 - Is model routing a defensible standalone business?
53:20 - $20M+ compensation packages for exceptional new grads
54:20 - The #1 portfolio company Erik would bet on
55:10 - What Erik changed his mind on most this year
- No. of episodes
- 1,530
- Latest episode
- 2026-11-02
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The Twenty Minute VC (20VC) interviews the world's greatest venture capitalists with prior guests including Sequoia's Doug Leone and Benchmark's Bill Gurley. Once per week, 20VC Host, Harry Stebbings is also joined by one of the great founders of our time with prior founder episodes from Spotify's Daniel Ek, Linkedin's Reid Hoffman, and Snowflake's Frank Slootman.
If you would like to see more of The Twenty Minute VC (20VC), head to www.20vc.com for more information on the podcast, show notes, resources and more.