AI's New Frontier
The year 2028 is envisioned as a pivotal moment where artificial intelligence transcends its role as a mere assistant and becomes a dominant force in the
workforce, fundamentally altering the employment landscape. Citrini Research, in their influential work, points to a significant shift in the AI sector, moving beyond the initial focus on the development of sophisticated hardware. This evolution heralds 'Phase 2' of the AI trade, characterized by an intense concentration on enhancing operational efficiency across various industries. The primary driver behind this phase is the increasing capability of AI to displace high-cost human labor, leading to significant cost reductions for corporations. As automation becomes more sophisticated and organizational structures are streamlined, businesses stand to gain substantially through expanded profit margins. However, this transformative period also introduces a perplexing economic phenomenon known as 'Ghost GDP,' a consequence of AI-driven productivity that may not be fully captured by traditional economic metrics.
The Minds Behind the Vision
The foresight presented in 'The 2028 Global Intelligence Crisis' is attributed to the collaborative efforts of Citrini Research and Alap Shah. Shah's extensive background provides a strong foundation for this forward-looking analysis. Currently, he holds a leadership position as the Chief Executive Officer of Littlebird, based in the dynamic New York City Metropolitan Area since September 2024. Prior to this, he has been a Managing Partner at Lotus Technology Management in Florida since March 2011, demonstrating long-standing expertise in technology management. Additionally, Shah is a Co-Founder and Chairman of Thistle, situated in the innovative San Francisco Bay Area, a role he has held since April 2013. His entrepreneurial journey also includes co-founding Sentieo, a pioneering AI-powered financial search platform. As CEO of Sentieo from December 2011 to September 2020, and subsequently as Chairman until May 2022, Shah played a crucial role in its development before its acquisition by AlphaSense. His academic credentials include a degree in Economics from Harvard University, underscoring his analytical prowess.















