OpenAI is too big to fail… where have I heard that before? episode artwork

EPISODE · Nov 14, 2025 · 46 MIN

OpenAI is too big to fail… where have I heard that before?

from Mostly Growth · host Mostly Media

In this episode of Mostly Growth, CJ Gustafson and Kyle Poyar dig into what it means to be useful rather than just right at work, exploring how communication, empathy, and impact matter more than technical precision as careers mature. They share candid lessons from their own paths—CJ’s focus on making others look good to earn promotions and Kyle’s evolution into a domain expert through public writing—before unpacking what separates good from great VPs of Sales with insights from Pavilion founder Sam Jacobs. The conversation then shifts to OpenAI’s “too big to fail” claims, the economic ripple effects of AI infrastructure spending, and how finance leaders can stay grounded in reality. Rounding out the episode, the hosts preview their latest research—CJ’s “Agentic Finance” report on AI in the finance stack and Kyle’s 2025 SaaS Benchmarks—and close with lighthearted banter about founder age stats, home maintenance mishaps, and the price of professional Christmas lights—LINKS: Mostly Metrics: https://www.mostlymetrics.comCJ on LinkedIn: https://www.linkedin.com/in/cj-gustafson-13140948/Growth Unhinged: https://www.growthunhinged.com/Kyle on LinkedIn: https://www.linkedin.com/in/kyle-poyar/Slacker Stuff: https://www.slackerstuff.com/Ben on LinkedIn: https://www.linkedin.com/in/slackerstuff/https://sarahcharlton.substack.com/p/from-being-right-to-being-usefulhttps://www.highalpha.com/saas-benchmarks https://www.mostlymetrics.com/p/presenting-the-state-of-the-agentic-financial-stackhttps://www.mostlymetrics.com/p/finance-in-2030https://worksinprogress.co/issue/the-algorithm-will-see-you-now/https://www.theinformation.com/briefings/openai-ceo-sam-altman-forecasts-20-billion-annualized-revenue-yearhttps://www.growthunhinged.com/p/your-pricing-is-broken—RELATED EPISODES:Getting fired 4 times made me a founder | Sam Jacobs of Pavilionhttps://youtu.be/8X-JVOF-1A0How To Win at Early Stage Sales With the Guy Who Helped Take Snyk From $0 to $100M+https://youtu.be/VKrZCte8fyM996 Culture, Exploding AI Bills & SaaS Chaoshttps://youtu.be/qhrxDL0gsRo—TIMESTAMPS:00:00:00 Preview and Intro00:01:43 Sponsors – Pulley and Metronome00:04:03 Flight Cancellation and Airport Chaos00:07:23 Being Right vs. Being Useful at Work00:09:33 Career Paths – Expert vs. Manager00:10:42 Getting Promoted and Making Others Look Good00:14:50 What Separates a Good VP of Sales from a Great One00:17:22 The CFO Mindset Behind Great Sales Leaders00:21:58 Is OpenAI Too Big To Fail?00:24:32 AI Investments and Economic Growth00:26:30 Accounting Games and Useful Life of AI Infrastructure00:27:38 Agentic Finance and the AI-Driven Finance Stack00:31:07 2025 SaaS Benchmarks Report Highlights00:33:24 Realistic Growth Rates by ARR Tier00:34:15 Efficiency Gains and Headcount Reduction00:35:05 AI’s Impact on Engineering Teams00:37:09 Age and Startup Success00:39:54 The Power of Networks and Mature Relationships00:40:50 Something You Tried This Week – HVAC Cleaning00:46:13 Credits – Mostly Growth Closing Remarks—SPONSORS:Pulley is the cap table management platform built for CFOs and finance leaders who need reliable, audit-ready data and intuitive workflows, without the hidden fees or unreliable support. Switch in as little as 5 days and get 25% off your first year: https://pulley.com/mostlymetricsMetronome is real-time billing built for modern software companies. Metronome turns raw usage events into accurate invoices, gives customers bills they actually understand, and keeps finance, product, and engineering perfectly in sync. That’s why category-defining companies like OpenAI and Anthropic trust Metronome to power usage-based pricing and enterprise contracts at scale. Focus on your product — not your billing. Learn more and get started at https://www.metronome.com—#MostlyGrowthPodcast #StartupFinance #AIPodcast #SaaSLeadership #GoToMarket

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OpenAI is too big to fail… where have I heard that before?

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