Current work

Products and public systems I am maintaining now.

Consumer AI, model research, publishing infrastructure, and open provenance work, different forms of the same interest in trustworthy systems that make people more capable.

Available now

4 public products and systems

Each project links to the product, public research, or source repository where available.

Featured current product

My Liahona

Source grounded LDS AI / Web and iOS live; Android coming soon

A source grounded AI companion for the LDS community. The web product and iOS app are live; Android is coming soon, with retrieval quality, citations, and guardrails at the center.

Standout signal

Launched a public web product at myliahona.app and a public iOS app listed in Apple's App Store.

Open case study Open myliahona.app

Live

AI Psychometrics Lab

Research platform / Model evaluation and psychometrics

Live research platform at aipsychometricslab.com for structured AI model assessment using validated psychometric inventories, Big Five (IPIP NEO 120), MBTI (OEJTS 1.2), DISC, Dark Triad, run against any OpenRouter model through a Stateless Independent Context Window Approach (SICWA).

What it shows

Live public platform at aipsychometricslab.com with a Model Explorer, Recent Runs, and Publications.

Read the story

Open aipsychometricslab.com

Live

Verifiable Video Manifest Protocol

Open source provenance protocol / AI generated video trust layer

Open source provenance and trust layer for AI generated and AI assisted video, built on top of C2PA. Answers questions about video origin, sources, prompts, models, edits, and guardrails through cryptographically verifiable manifests.

What it shows

Created an open, cryptographically sound foundation for AI video provenance that teams can build on now.

Read the story

View on GitHub

Live

Publication MCP Studio

Markdown first scientific publication system / MCP server and admin workspace

Standalone markdown first scientific publication system with polished public article rendering, an admin editing workspace, an always on MCP server for external agents, and pluggable storage adapters across Supabase, Neon, and local backends.

What it shows

Adds a serious public build around publishing, document workflows, and agent native tooling with a live GitHub repo.

Read the story

View on GitHub