Links
LMSYS Chatbot Arena Leaderboard
LMSYS ORG • Live
A crowdsourced, blind side-by-side evaluation of LLMs to rank models based on human preference.
The economic potential of generative AI: The next productivity frontier
McKinsey Global Institute • 2023
Estimates generative AI could add up to $4.4 trillion in annual value to the global economy and has the potential to automate 60-70% of work activities.
Artificial intelligence and the economy: implications for central banks
Bank for International Settlements (BIS) • 2024
Provides firm-level evidence of productivity gains up to 56% for software developers using AI assistants, indicating a mechanism for increased corporate output.
Gen-AI: Artificial Intelligence and the Future of Work
International Monetary Fund (IMF) • 2024
Finds that nearly 40% of global employment is exposed to AI, with outcomes including potential labor displacement and augmentation.
Digital Development Report 2024: Artificial Intelligence to Accelerate Development
World Bank • 2024
Suggests AI presents a pathway for developing countries to accelerate human capital formation and improve the efficiency of public service delivery.
Stanford University (HAI) • 2024
Comprehensive annual report tracking AI trends. Highlights that global private investment in AI in 2023 was $25.2 billion.
Power Hungry: How AI Could Squeeze the Energy Supply
International Monetary Fund (IMF) • 2024
Projects that electricity demand from data centers for AI may exceed 1,000 TWh by 2026, an amount similar to Japan's total usage.
Articles
On Using AI better: Using Workflow Automations vs Agents
Sep 2025
A brief comparison of automation workflows and agentic workflows - how they work, when to use which, and how to use them effectively.