A builder's lesson.
I grew up around a simple idea: build carefully, solve the real problem, and make the result useful. That principle has stayed with me throughout my career and now guides this independent venture.
Four decades working with technology and people.
I worked as a programmer, programmer analyst, and systems professional across financial services, insurance, healthcare, manufacturing, higher education, employment services, and consulting. At Stony Brook University Hospital, I supported laboratory systems as a programmer analyst. I later spent many years at Broadridge before retiring in 2020.
The technologies changed repeatedly. One lesson did not: a system succeeds only when people can understand it, trust it, and use it responsibly.
Exploring what AI can actually do.
After retiring, I began experimenting with modern AI tools. I was curious about where they could help, where they could mislead, and how ordinary professionals might test them without surrendering judgment.
Carbon and Silicon AI Ventures is the result. It is an independent educational project focused on practical starting points, controlled experiments, and honest documentation of what still needs to be validated.
I am not a lawyer, doctor, financial adviser, or industry regulator. Materials for regulated professions are educational only and should be reviewed by qualified practitioners before use.
Carbon judgment. Silicon draft. Carbon verification.
The name reflects a deliberate division of responsibility. People choose the problem, set the boundaries, check the work, and remain accountable. AI can help generate drafts, organize information, and suggest options, but it does not replace professional judgment.
Current resources are early educational materials and research prototypes. Some are available for exploration; others remain under practitioner review and bounded testing. Product status is stated plainly on each page.
Small, honest, and useful.
This venture is intentionally independent. The goal is not to pretend that every idea is finished or proven. The goal is to investigate carefully, publish only what can be described honestly, invite qualified review, and improve the work as evidence develops.
See what is being tested now.
Explore the current resources and their validation status.
View current work →