Chalk and Code

2025-08-06text5 min read

The Power of Simulation

The combination of large language models and remote work norms has enabled effective workplace simulation, offering a solution to the cold start problem in knowledge work and developing real-world capabilities through hands-on practice.

2025-07-21multiple-choice5 min read

E. None of the Above

We've created an educational trap, favoring multiple-choice questions that reward right answers over reasoning. AI enabling open-ended evaluation at scale could assess both process and answers, breaking free from our measurement constraints.