SIAI Research Introduction
From Technical Innovation Into Structured Institutional Knowledge
SIAI Research serves as the analytical engine of the Swiss Institute of Artificial Intelligence (SIAI), advancing rigorous inquiry at the intersection of artificial intelligence, economics, and institutional strategy. Positioned within a European academic tradition yet globally oriented, SIAI Research integrates technical depth with policy awareness and market realism. Its mission is not only to generate knowledge, but to structure it—translating AI innovation into frameworks that inform governance, capital allocation, and executive decision-making.
The strength of SIAI Research lies in its layered publication system. The SIAI Working Paper Series is powered jointly by the SIAI Research Team, The Economy Research Team, and selected dissertations from SIAI GSB, ensuring both academic rigor and applied relevance. Complementing this are the SIAI AI Research Memo for technical insights, the SIAI Science Review for methodological and interdisciplinary developments, and the SIAI Business Review for executive-level interpretation. Live discussion and content propagation take place through The Economy Senate (senate.economy.ac), fostering structured debate within a curated institutional forum.
SIAI Working Papers
The SIAI Working Paper Series represents the core analytical output of SIAI Research. It publishes original research at the intersection of artificial intelligence, finance, economics, and institutional design. Each paper is developed with methodological rigor and structured argumentation, designed to contribute to both academic debate and strategic decision-making.
The series is powered jointly by the SIAI Research Team, The Economy Research Team, and selected dissertations from SIAI GSB. This integrated model ensures a balance between theoretical depth and applied relevance. By combining faculty oversight, editorial refinement, and high-performing graduate research, the Working Paper Series functions as a bridge between research formation and institutional implementation.
SIAI AI Research Memo
The SIAI AI Research Memo provides concise, technically grounded analyses of emerging developments in artificial intelligence. It focuses on model architectures, evaluation frameworks, computational constraints, and frontier experimentation, presenting insights in a structured and accessible format.
Unlike full-length papers, the Research Memo emphasizes speed and clarity without sacrificing analytical precision. It is designed for researchers, engineers, and policy observers who require timely interpretation of technical shifts. By distilling complex developments into focused memoranda, SIAI AI Research Memo supports rapid knowledge transmission while maintaining institutional standards of rigor.
SIAI Science Review
The SIAI Science Review examines broader scientific and methodological developments relevant to artificial intelligence and data science. It highlights interdisciplinary research, theoretical advances, and critical debates shaping the scientific foundations of computational systems.
Rather than concentrating solely on applied outcomes, the Science Review evaluates underlying assumptions, research design quality, and reproducibility standards. It serves as a platform for reflective analysis on how scientific knowledge is produced, validated, and institutionalized. Through this lens, SIAI Science Review strengthens the epistemic integrity of AI research within a global academic environment.
SIAI Business Review
The SIAI Business Review translates research findings into strategic insight for executives, investors, and policymakers. It analyzes how artificial intelligence reshapes industries, capital structures, governance models, and competitive dynamics.
Articles in the Business Review maintain analytical discipline while focusing on implementation, risk assessment, and institutional consequences. Rather than speculative commentary, the emphasis is placed on structured reasoning and decision frameworks. By connecting technical research to board-level strategy, the SIAI Business Review ensures that innovation is evaluated within economic and organizational realities.
Discussions
The Discussion Forum extends SIAI Research beyond publication into structured dialogue. Hosted on The Economy Senate , it functions as a curated institutional space for debate, commentary, and content propagation.
Rather than an open social platform, the forum is designed for disciplined exchange among researchers, students, and invited professionals. Working papers, reviews, and memos are discussed in real time, allowing ideas to evolve through critical engagement. This integrated model strengthens intellectual continuity, transforming research output into living institutional conversation.