AI at Work
Turn source material into presentations, notes and deliverables you can revise and hand over.
Produce useful, editable work
Recommended reading
How to Build Traceable AI Notes in Obsidian
Practice organizing sources, notes and answers with Obsidian and Markdown.
Research & Decisions
- Research & DecisionsHow to Check Whether AI Citations and Numbers Are RealVerify that each AI citation exists, locate the exact supporting passage, recalculate important numbers, and check the surrounding context before use.
- Research & DecisionsHow Should You Verify AI Facts, Inferences, Advice, and Decisions?Classify AI output before checking it: trace facts to evidence, test inferences, compare recommendations, and keep final decisions with a named person.
- Research & DecisionsHow to De-Identify Data or Build Synthetic Practice MaterialIdentify direct and indirect identifiers, preserve only the task structure you need, and create synthetic examples that do not represent real people.
- Research & DecisionsThe Limits of Zero-Cost Community MonitoringA cross-language monitoring experiment exposes limits in free community data. Follow the reporting diagnosis and the resulting change in the system's purpose.
- Research & DecisionsBuilding Cross-Language Market Intelligence with AITurn uneven reports from overseas colleagues into requirements for cross-language market intelligence, with a defined AI role and a deliberately bounded MVP.