Short-form audio episodes generated with NotebookLM, covering this portfolio site, program management topics, and whatever else is worth talking through out loud. Cadence is aiming for roughly weekly, sometimes more — new episodes appear here as they're produced.
Why AI Hallucinations Are Mathematically Inevitable
A deep dive into why large language models hallucinate — not as a bug to be patched, but as a mathematical consequence of how probabilistic token prediction works. Covers the statistical mechanics behind confident-sounding wrong answers, why scale alone won't fix it, and what that means for anyone building AI into enterprise workflows.
Stop Scope Creep with Proven Scripts
A practical rundown of how to shut down scope creep in the moment — the exact language and framing to use with stakeholders, sponsors, and teams when a request threatens to expand a project's boundaries without a matching change to schedule, budget, or resources.
Inside the Interactive Program Management Portfolio
A walkthrough discussion of this portfolio site itself — the four delivery-model suites (PMBOK, Agile/Scrum, Federal, Aerospace), the estimating and decision tools, and what the AI-directed build approach behind it all actually looks like in practice.
Topic TBD
Next episode topic and publish date not yet set.
How this is made
Episodes are generated using Google's NotebookLM from source material about this portfolio and related PM topics, then published here as they're ready. No fixed release schedule yet — new episodes will show up in this list as they're produced.