Jason Draper — WritingPractical notes on LLM reliability, AI agent orchestration, and audit-grade automation for regulated industries. Analogy-heavy, anti-hype.https://jasondraper.ai/en-usFinancial Agents: The Company That Built Excel Is Not the Best at Excel?https://jasondraper.ai/writing/financial-agents-excel/https://jasondraper.ai/writing/financial-agents-excel/Microsoft owns the format, the app, the models, and the telemetry — and still lost Excel-agent benchmarks. Two design choices explain the gap.Tue, 28 Jul 2026 00:00:00 GMTAI agentsagent designaudit automationLLMsAlbert Einstein Walks Into a Libraryhttps://jasondraper.ai/writing/albert-einstein-library/https://jasondraper.ai/writing/albert-einstein-library/Why large language models struggle with complex document analysis, told through an extended library analogy.Sun, 28 Dec 2025 00:00:00 GMTLLMsaudit automationAI reliabilityagents