Observed Signal · Sep 22, 2026 · Market Signal · Source: Crunchbase · Impact: 3/5
As Software VCs Chase SpaceX Alumni, A Defense Tech Veteran Warns Of ‘Tourists And FOMO’
In an interview with Crunchbase News, Van Espahbodi, general parter at Generational Partners, discusses how AI is changing hardware economics, why software investors are rushing into industrial...
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VCs Discuss Investing Amid Breakneck AI Growth
At TechCrunch’s StrictlyVC event in Los Angeles, investors Carter Reum (co‑founder, M13) and Chang Xu (partner, Basis Set Ventures) discussed how venture capitalists are pricing and selecting AI investments in a market moving unusually fast. They described the cycle as paradoxical — unprecedented revenue growth (e.g., ChatGPT, OpenArt) coexisting with the risk of overpricing — and outlined frameworks for defensibility: investing ‘below the AI’ (infrastructure for agents) versus ‘above the AI’ (applications with long-term differentiation), and distinguishing velocity markets (fast followers win) from depth markets (hard technical moats). They also discussed sector-specific moats (regulated industries, friction) and the local impact of major liquidity events such as the SpaceX IPO on the Los Angeles startup ecosystem.
AI Reshapes Software Landscape: 'Wartime' for Tech Investors
At Morgan Stanley's Tech, Media and Telecom conference, David Chen, head of global technology investment banking at Morgan Stanley, described the current software landscape as "wartime, not peacetime," arguing AI is reshuffling winners and losers in enterprise software. Investors are now asking whether AI benefits or threatens a company's core business rather than focusing on efficiency gains. Chen distinguished deterministic software (payroll, invoicing) that retains a moat from software that primarily organizes public data, which faces greater risk. He highlighted cybersecurity as a clear AI beneficiary and flagged next-generation semiconductors and systems addressing connectivity, compute, and energy bottlenecks. CNBC producer Jasmine Wu and Box CEO Aaron Levie were also cited; Levie suggested agents may become the primary customer base for surviving software.
AI Growth Reshapes Enterprise IT and VC Investing
The newsletter argues AI’s adoption is outpacing prior cloud growth, citing striking benchmarks for AWS and Anthropic to illustrate scale. It advises early-stage investors to prioritize founders with deep technical talent, a focused 12–18 month product plan, long-duration missions, and high “learning velocity,” noting compute and engineering hiring as primary constraints and recommending founders identify their top 5–10 early hires. The piece contrasts investment lanes—capital‑intensive physical systems (e.g., robotics) versus the high-throughput AI software “jet stream”—and outlines cybersecurity monetization approaches (pre-empting new attack vectors vs. reimagining existing solutions). It also surveys industry signals: major funding and product moves, regulatory friction, and specific developments from Microsoft, OpenAI, and others.
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