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Podcast

20VC- Dario and Anthropic Declare War on Open-Source | Coinbase Slash AI Spend by 50% | Kalshi's $40BN Valuation and Impending IPO | Bending Spoons- Smartest IPO of 2026 and the Year for SaaS Roll-Ups

Startup Funding | The Pitch

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  • Why Omni Needs Your Business Context to Power AI Agents
    • Omni is an AI analytics platform that provides a governed context graph so agents can act on company data.
    • It centralizes business context: definitions, logic, permissions, and once defined by the data team, anyone can query it.
    • With that context, non-technical users (ops leads, CFOs, PMs) can ask questions in plain English and get answers in seconds.
    • The product targets scaling companies needing insights (CAC payback, net dollar retention) rather than raw data lookups.
    • Omni is positioned as the foundation for AI agents used across teams and is already powering tools like Perplexity, Mercury, and DBT. (Time 0:00:50)
  • Cut Token Spend By Routing And Measuring
    • Cut AI token spend quickly by measuring tokens/month and routing to cheaper models when possible.
    • Brian Armstrong at Coinbase reduced spend 50% in two months by token routing and tighter cost management on non-frontier usage. (Time 0:04:03)
  • Token Price Swings Can Squeeze Frontier Revenue
    • Cutting token spend back to November levels shows rapid pricing and usage swings can materially affect frontier model revenue growth.
    • Rory notes a surge in spend in Nov–Dec then a five-month correction, implying revenue growth for Anthropic/OpenAI could moderate. (Time 0:08:23)
  • Require ROI Before Doubling AI Budgets
    • Tie AI spend to measurable ROI before scaling token budgets or boards will block increases.
    • Jason Lemkin shared a portfolio case where a board refused a token spend doubling because velocity didn’t demonstrably lift revenue. (Time 0:09:46)
  • Open Source Could Reshape Market Size Not Eliminate It
    • Open source and distilled Chinese models can lower prices dramatically while preserving much functionality.
    • Rory argues even if tokens shift to OSS, frontier models can still capture much revenue, but expectations should be tempered from a “trillion” scenario. (Time 0:13:41)
  • Distillation Claims Can Trigger Geopolitical Pushback
    • Anthropic alleges Chinese distillation uses millions of prompts to clonetheir outputs, framing a legal and national-security argument beyond TOS breaches.
    • Rory explains this could be escalated from contract violation to government-led trade restrictions. (Time 0:19:42)
  • Push For Narrow Remedies Not Blanket Bans
    • Argue for nuance: treat distillation breaches with contract fines rather than blanket bans to avoid protecting incumbents and raising costs for downstream users.
    • Rory warns regulatory capture could sustain high AI input prices and hurt broader economy. (Time 0:23:37)
  • Oligopoly Breakup Drives Price Erosion
    • Leaving an oligopoly invites rapid price erosion once open-source entrants compete on cost rather than features.
    • Jason notes feature-led oligopoly phases can accelerate innovation, but breaking that can collapse pricing power fast. (Time 0:32:02)
  • Kalshi Rides The Betting And Prediction Wave
    • Kalshi’s growth taps huge human demand to bet across topics, combining sports and financial prediction markets.
    • Rory highlights two paths to a $40B valuation: capturing more sports betting or scaling financial/perpetual products like crypto perps. (Time 0:38:42)
  • SpaceX Volatility Makes AI IPOs More Cautious
    • Large IPO events like SpaceX add volatility and could make big private AI IPOs more cautious, but don’t close the market.
    • Harry says Bending Spoons IPO shows exits still possible for long-lived software roll-ups. (Time 0:42:05)
  • Buy Broken Products Then Fix Pricing And Ops
    • Roll-up strategy buys underperforming digital assets, cut costs, and improve unit economics to reaccelerate revenue.
    • Bending Spoons uses price increases, cost cuts, and targeted GM incentives to turn legacy consumer apps into higher-margin businesses. (Time 0:43:54)
  • Fix Neglected B2B Products With Motivated GMs
    • Acquire sticky B2B products with neglected ops and put motivated GMs on them to stop decay and reaccelerate growth.
    • Jason suggests targets like Marketo: keep customers, fix APIs, launch small features, and improve NRR for instant lift. (Time 0:46:44)
  • Be Honest Early About Fundraising Odds
    • Be candid with founders about fundraising likelihood to avoid wasting their time and opportunity-cost of cash.
    • Rory and Jason recommend telling founders if their growth profile will force them to talk to 100+ VCs rather than run a long futile process. (Time 0:59:20)
  • Use Slack Agents To Capture Context Graphs
    • Use Slack agents like Claude Tag to capture workplace context and automate workflows where Slack contains core process signals.
    • Rory warns this can be an entry point for AI to own cross-app workflows, turning apps into dumb data stores if agents succeed. (Time 1:08:17)
  • Anthropic Could Outsize Public Software Revenue
    • Anthropic’s revenue scale is potentially enormous and could dwarf public software companies combined if enterprise adoption and inference monetization continue.
    • Speakers debate whether losing some enterprise integrations matters to a company chasing tens of billions in net new bookings. (Time 1:12:04)