Streamlining Model Deployment // Daniel Lenton // AI in Production Talk

// Abstract
Ever since the release of ChatGPT, the AI landscape has changed drastically. In 2022, most “AI companies” were building general AI infrastructure. Now, most of these companies have pivoted and began offering AI-as-a-service (AIaaS) products, mostly through public endpoints. Many new companies have also come onto the AI-as-a-service scene, leading to an exponential growth in the market. With an overwhelming number of endpoints, optimisation tools and hardware, building an optimal deployment pipeline is getting increasingly difficult. Users now …

abstract aiaas ai companies ai infrastructure as-a-service began building chatgpt companies daniel deployment endpoints ever general general ai infrastructure landscape model deployment production products public release service talk through