AI Generated Business: The Rise of AGI and the Rush to Find a Working Revenue Model
Understanding the hype-driven business models behind frontier AI vendors helps APS procurement and governance teams assess vendor claims more critically.
Key points
- AI Now Institute report examines how OpenAI built its business model around AGI hype rather than revenue fundamentals.
- The analysis surfaces how AGI framing functions as a marketing and investor-pacification tool, not a technical milestone.
- Limited direct relevance to APS operational work; primarily useful as critical background on generative AI industry dynamics.
Implications for Australian agencies
- Consider APS procurement and AI governance teams could consider how vendor AGI claims function as marketing rather than technical commitments when evaluating AI product proposals.
- Monitor Policy teams tracking AI industry sustainability may want to monitor whether generative AI business models mature or remain dependent on continued investor appetite.
Implications are AI-generated. Starting points, not advice — see methodology for how they're framed.
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"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 examines how OpenAI and the broader generative AI industry developed business models reactively, capitalising on the cultural and investor appeal of 'AGI' as a concept rather than a defined technical objective. The report traces OpenAI's evolution from a nonprofit with no revenue model to a $157 billion company, arguing that AGI rhetoric served simultaneously as a marketing tool, recruitment narrative, and investor-relations mechanism. It frames the generative AI boom as partly a product of zero-interest-rate-era Silicon Valley investment logic rather than demonstrated commercial viability.
Implications for Australian agencies:
- [Consider] APS procurement and AI governance teams could consider how vendor AGI claims function as marketing rather than technical commitments when evaluating AI product proposals.
- [Monitor] Policy teams tracking AI industry sustainability may want to monitor whether generative AI business models mature or remain dependent on continued investor appetite.
Retrieved from SIMS, 18 July 2026.