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▶ 26:50 · SaaS Business Models · SaaS bifurcates: AI-native products re-accelerate while human-seat software stagnates
episode briefing
20VC

Anthropic Files to Go Public | Cognition Raises $1BN at $26BN Valuation | The 996 Work Ethic

2026-06-04 · 7 company · 6 thematic
sentiment
5 bull1 bear1 neu
speakers
rory o'driscoll

Rory O'Driscoll is a partner at Scale Venture Partners, a late-stage venture firm. He references Scale's portfolio (Linear, DataBricks, HubSpot, Salesforce, Palantir) and fund dynamics. He previously invested in Anthropic (2021) and tracks AI infrastructure closely.

jason lemkin

Founder of SaaStr, a community and media platform for B2B software founders and executives. He is an early-stage investor and a frequent commentator on SaaS growth and go-to-market strategy.

episode shorts · 2

Tokens Over Humans?

"Loosing money is like s*x"

now playing · SaaS Business Models
AI Infrastructuremixedscore 8/10rory o'driscoll
AI giants rush $300-400B equity raises to front-run capex cycle
Google ($80B), SpaceX, Anthropic, and OpenAI all accelerating public/private capital raises simultaneously, recognizing that AI capex intensity requires front-loading equity before cost of…
SaaS Business Modelstailwindscore 9/10jason lemkin
SaaS bifurcates: AI-native products re-accelerate while human-seat software stagnates
Public SaaS companies benefiting from AI agent consumption (Twilio, Okta, Datadog) show 50-100% stock gains and growth re-acceleration, while pure human-seat vendors (Atlassian, HubSpot, co…
AI Economics & Business Modelsmixedscore 8/10jason lemkin
Corporate token budgets emerging as new constraint; CFOs capping spend at ~10% of engineer cost
Uber's $1,500/month/engineer cap (~10% of loaded cost) signals enterprise budgeting discipline; frontier model pricing rising while lagging models drop 5-10x/year, forcing multi-model routi…
AI Talent & Labor Markettailwindscore 8/10jason lemkin
VP Engineering budgets shifting from headcount to token allocations; 25-33% replacement rates debated
Engineering leaders will trade marginal human hires for unlimited token budgets for top performers; QA, customer support, and junior roles first to be substituted, with token-to-salary rati…
AI Applicationsmixedscore 7/10rory o'driscoll
Legal AI at inflection: Kirkland building in-house vs Harvey/Leya; full-stack AI law firms unlikely to replace elite human judgment
Top law firms allocating <1% revenue to internal AI development as defensive move; high-stakes M&A/bankruptcy work requires human accountability and relationship capital that AI cannot repl…
Venture Capitalriskscore 7/10jason lemkin
Anthropic/SpaceX mega-distributions ($10B+ carry) risk VC firm stability and fund dynamics
Menlo, Founders Fund, and others facing unprecedented carry payouts that may trigger partner retirements, team turnover, and incentive misalignment for future funds; historical precedent (O…