Recent large AI talent acquisitions (Zuckerberg hiring OpenAI engineers for $100M+ signing bonuses, Meta aquiring Johnny Ive) represent short-term value plays that lock in human capital but will likely prove poor long-term investments as the field evolves too rapidly for these individuals to remain at the frontier.