AI Generated Business: The Rise of AGI and the Rush to Find a Working Revenue Model
Understanding the speculative economics behind leading AI vendors helps APS procurement and governance teams assess long-term vendor viability and hype-driven risk.
Key points
- AI Now Institute report argues OpenAI's business model emerged reactively, with AGI rhetoric serving as investor and marketing cover.
- The report contextualises how AI hype cycles—not sound economics—are driving hundreds of billions in investment into generative AI.
- Limited direct APS operational relevance; useful background for officials assessing vendor sustainability and AI market dynamics.
Summary
This AI Now Institute report by Brian Merchant critically examines the business models underpinning the generative AI boom, focusing on OpenAI's trajectory from a revenueless nonprofit to a $157 billion company. It argues that AGI has functioned primarily as a marketing and investment tool rather than a credible near-term product, and that commercial AI products like ChatGPT were developed reactively to satisfy investor pressure. The analysis contextualises the broader Silicon Valley environment—low interest rates, hype cycles, and the absence of profitable new product categories—that gave rise to current AI market dynamics. The report is analytical and critical in tone, drawing on public statements and financial disclosures.
Implications for Australian agencies
- Consider APS procurement and vendor risk teams could consider how the speculative revenue models of leading AI vendors affect long-term contract stability and service continuity assumptions.
- Monitor Policy officials tracking AI market structure may want to monitor whether the revenue pressures identified in this report lead to significant product, pricing, or access changes affecting government customers.
Implications are AI-generated. Starting points, not advice.
"AI Generated Business: The Rise of AGI and the Rush to Find a Working Revenue Model" Source: AI Now Institute – Publications Published: 21 November 2024 URL: https://ainowinstitute.org/publications/ai-generated-business This AI Now Institute report by Brian Merchant critically examines the business models underpinning the generative AI boom, focusing on OpenAI's trajectory from a revenueless nonprofit to a $157 billion company. It argues that AGI has functioned primarily as a marketing and investment tool rather than a credible near-term product, and that commercial AI products like ChatGPT were developed reactively to satisfy investor pressure. The analysis contextualises the broader Silicon Valley environment—low interest rates, hype cycles, and the absence of profitable new product categories—that gave rise to current AI market dynamics. The report is analytical and critical in tone, drawing on public statements and financial disclosures. Implications for Australian agencies: - [Consider] APS procurement and vendor risk teams could consider how the speculative revenue models of leading AI vendors affect long-term contract stability and service continuity assumptions. - [Monitor] Policy officials tracking AI market structure may want to monitor whether the revenue pressures identified in this report lead to significant product, pricing, or access changes affecting government customers. Retrieved from SIMS, 18 May 2026.