# Brad Trnavsky

> Thinking out loud about AI, systems, and execution.


## Posts

- [Technological Singularity Explained: What Working Owners Actually Need to Know](https://bradtrnavsky.com/technological-singularity-explained/): Technological singularity explained: the inflection point arrives as accountability failure. What AI owners must understand about consequence ownership.
- [The Cognitive Debt Problem: Why AI Amplifies or Atrophies Your Thinking (And How to Choose Which One)](https://bradtrnavsky.com/cognitive-debt-ai-amplifier-or-atrophy/): MIT research shows AI creates "cognitive debt," but the tool isn't the problem. The mode of use is. Here's the delegation-inquiry distinction that separates amplification from dependence.
- [Multi-Model STORM Research Pipeline with OpenRouter Fusion](https://bradtrnavsky.com/multi-model-storm-research-pipeline/): Every published STORM implementation uses one model wearing different persona prompts.
- [Google Open Knowledge Format (OKF) Explained: What It Is, What It Isn't, and Why Your Vault Is Safe](https://bradtrnavsky.com/google-open-knowledge-format-okf-explained/): Google's OKF didn't replace RAG and it didn't kill the Karpathy wiki. Here is what the spec actually says, why your vault is already compliant, and how to tell the difference between a real standard and a YouTube hot take.
- [From Turing to Hermes: The Complete History of Artificial Intelligence](https://bradtrnavsky.com/history-of-artificial-intelligence-turing-to-hermes/): Seventy-five years of AI history is not a tale of steady institutional progress. It is a brutal cycle of hype, scaling failure, and defunded winters. The real breakthroughs came from rogue physicists and psychologists working in the dark, not from the boardroom gatekeepers who repeatedly stifled them.
- [What 25 Years of Operations Leadership Taught Me About AI Adoption](https://bradtrnavsky.com/operations-leadership-ai-adoption/): Most AI pilots fail -- not because of the technology. An operations leader with 25 years of experience explains why the discipline you already have is the one that matters.

## Pages

- [What I Write About](https://bradtrnavsky.com/what-i-write-about/): Brad Trnavsky writes about personal knowledge management, RAG architecture, agentic AI, and AI strategy for practitioners -- four pillars built from first principles, twenty years in operations, and a Navy corpsman background.
- [Contact](https://bradtrnavsky.com/contact/): I read every email myself, no assistant, no filter, no auto-reply pretending to be me.
- [Work With Me](https://bradtrnavsky.com/work-with-me/): I spent 25 years leading teams across military, education, freight, logistics, coaching, recruiting, and fulfillment operations.
- [Blog](https://bradtrnavsky.com/blog/): Technological singularity explained: the inflection point arrives as accountability failure. What AI owners must understand about consequence ownership.
- [About Brad Trnavsky](https://bradtrnavsky.com/about/): I'm Brad Trnavsky, Navy veteran, systems thinker, lover of technology, and East Texas guy.
- [Thinking out loud about AI, systems, and execution.](https://bradtrnavsky.com/): Thinking out loud about AI, systems, and execution.
- [Privacy Policy](https://bradtrnavsky.com/privacy-policy/): This Privacy Policy explains what information BradTrnavsky.com collects, how it's used, and what choices you have.

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