4 papers
Business World Model
Cecil Pang, Hiroki Sayama
World model has emerged as a powerful paradigm in artificial intelligence, enabling agents to represent their environments, predict future states, and evaluate possible actions bef…
Toward Data Systems That Are Business Semantic Centric and AI Agents Assisted
Cecil Pang
Contemporary businesses operate in dynamic environments requiring rapid adaptation to achieve goals and maintain competitiveness. Existing data platforms often fall short by emphas…
Autonomous Business System via Neuro-symbolic AI
Cecil Pang, Hiroki Sayama
Modern business environments demand continuous reconfiguration of cross-functional processes, yet most enterprise systems remain organized around siloed departments, rigid workflow…
Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News
Mohammed-Khalil Ghali, Cecil Pang, Oscar Molina +2
Accurate forecasting of commodity price spikes is vital for countries with limited economic buffers, where sudden increases can strain national budgets, disrupt import-reliant sect…