that follow. We hope this compilation adds to the discussion of the breadth of change at play – technical / financial / social / physical / geopolitical. No doubt, people (and machines) will improve on xAI had acquired X in an all-stock deal. The deal valued xAI at $80B and X at $33B ($45B less $12B debt). Source: Duolingo (5/1/25), DeepMind, Elon Musk (5/2/25), Fox News There’s three places where [GenAI plurality of options is empowering a new wave of builders to choose the best-fit model for their technical or financial needs. What’s emerging is a flywheel of developer-led infrastructure growth. As

14 15 16 17 18 19 20 21 22 23 24 25 from agents import Agent, Runner technical_support_agent = Agent( name= instructions=( ), tools=[search_knowledge_base] nt = Agent( name= , instructions=( "Technical Support Agent", "You provide expert assistance with resolving technical issues, system outages, or product troubleshooting." "Sales initiate_refund_process] ) triage_agent = Agent( name=Triage Agent", instructions= , handoffs=[technical_support_agent, sales_assistant_agent, order_management_agent], ) Runner.run( triage_agent

discover their own use cases. “Normally, in a business like ours, building even a prototype requires technical resources and time,” says Elena Alfaro, Head of Global AI Adoption at BBVA. “With custom GPTs, like a real user, flagging any UI issues. Updating systems of record on behalf of users, without technical instructions 
 or API connections. The result: end-to-end automation, freeing teams from repetitive

Yuan, Z. Yuan, J. Zhang, X. Zhang, Y. Zhang, Z. Zhang, C. Zhou, J. Zhou, X. Zhou, and T. Zhu. Qwen technical report. arXiv preprint arXiv:2309.16609, 2023. Y. Bisk, R. Zellers, R. L. Bras, J. Gao, and Y. ai/news/mixtral-8x22b. OpenAI. Introducing ChatGPT, 2022. URL https://openai.com/blog/chatgpt. OpenAI. GPT4 technical report. arXiv preprint arXiv:2303.08774, 2023. L. Ouyang, J. Wu, X. Jiang, D. Almeida, C. Wainwright

Antonio Gulli Simone Cammel Curators and Editors Antonio Gulli Anant Nawalgaria Grace Mollison Technical Writer Joey Haymaker Designer Michael Lanning Introduction 6 Prompt engineering 7 LLM output