Episode Details

Daniel has real agent-workflow logs full of his own projects and wants synthetic versions that preserve the rhythm and ambiguity without advertising what he's working on. Corn and Herman walk through what purpose-built privacy tooling actually does that a plain rewrite prompt doesn't: which libraries preserve information dependencies, where differential privacy guarantees really enter a pipeline, and why protecting a single turn may not hide a project described across hundreds of them. Along the way: tabular synthesizers, seed-based generators, state-aware agent simulators, and why differentially private synthetic text is still an unsolved problem. Key sources: • Google DPSynth — https://github.com/google/dpsynth • NVIDIA NeMo Safe Synthesizer docs — https://docs.nvidia.com/nemo/microservices/26.3.1/safe-synthesizer/about/index.html • mostlyai-engine — https://github.com/mostly-ai/mostlyai-engine Episode 6236 — myweirdprompts.com/n/6236 (permanent short link: myweirdprompts.com/577658)