20VC: Reid Hoffman on Foundation Models: Who Wins & How Do Incumbents Respond | The Inflection AI Deal: How it Went Down | Why Trump is a Threat to Democracy | The Future of TikTok | Lessons from Sam Altman, Brian Chesky and the OpenAI Board

Commoditization

Reid Hoffman explores the potential commoditization of foundation models, suggesting that while they may not become as uniform as basic commodities, they will exhibit distinct strengths and weaknesses. He compares the current landscape to an orchestra, where different models serve unique purposes, such as Gemini excelling in fiction and OpenAI in factual reports 1. The competitive environment will drive providers to offer low-cost, efficient services, with cloud providers likely integrating these models into their offerings. Reid emphasizes the importance of compute as a central element in AI development, noting that increased computational power continues to unlock new capabilities 2.

Compute is obviously a very, very central part of that. And as yet, all J curves turn in S curves. But at the moment, we see each new level of scale, of compute bringing new serious capabilities to the table.

--- Reid Hoffman

This ongoing evolution suggests that while commoditization may occur, differentiation will remain crucial.

   

Business Models

Reid Hoffman addresses the viability of foundation models as standalone businesses, asserting that despite initial challenges, they hold potential for profitability. He draws parallels to early-stage companies like Airbnb, which initially faced poor operating margins but eventually scaled to success 3. Reid highlights the dual opportunities for both incumbents and startups in the AI space, noting that while large companies can leverage their resources for extensive compute runs, startups can innovate in niche markets 4.

The very first of it looks like very bad. Now, why conviction on even the frontier models? And the answer is, because look, software ultimately that almost always has good operating margins.

--- Reid Hoffman

This dynamic landscape allows for diverse business models and monetization strategies, with room for both established players and new entrants.