Calgary, Alberta — A Calgary researcher has introduced what he says is a major breakthrough in how machines understand and verify information — a development aimed at solving one of the most widespread problems in modern artificial intelligence: trust.
Independent researcher David W. Taylor has announced the launch of DeeCi, a new intelligence platform built on a scientific framework he calls Epistemic Dynamics. The system, now available for public preview at thedeeci.com, is designed to eliminate AI hallucinations and misinformation by grounding machine reasoning in strict mathematical and physical rules rather than statistical prediction.
A Calgary-Born Scientific Field
Taylor’s work spans several years and more than 500 original discoveries across mathematics, physics, and computational theory. These findings are documented in a 20‑paper publication series, each timestamped and archived to establish priority.
From this research, Taylor says a new scientific field has emerged: Epistemic Dynamics, the study of how knowledge can be verified deterministically — meaning the system can prove whether information is true before presenting it.
“People deserve answers they can rely on,” Taylor said. “We’ve built a system that makes that possible.”
A Different Kind of Intelligence
Traditional AI systems rely on probability: they predict what words should come next based on patterns in data. This approach has led to well‑publicized failures — fabricated legal citations, incorrect medical advice, and high‑confidence errors that have caused financial and reputational harm.
DeeCi takes a different approach.
Instead of guessing, the system verifies every claim. It tracks where information came from, how old it is, whether it has been contradicted, and whether it meets strict mathematical criteria for truth. Outdated information decays automatically. False information is permanently removed. Every answer includes a traceable origin.
Taylor calls this framework Deterministic Zero‑Trust — a system where trust must be earned, maintained, and proven.
Proof Through Implementation
The public release of DeeCi serves as the working demonstration of Taylor’s research. The platform applies the principles of Epistemic Dynamics in real time, offering users a preview of what deterministic intelligence looks like in practice.
Taylor says the system is designed for environments where accuracy and verification are essential — including education, journalism, healthcare, finance, and public‑facing information platforms.
A Calgary Innovation With Global Implications
While the underlying research is deeply technical, Taylor emphasizes that the goal is simple: restore trust in digital information.
“In a world where anyone can publish anything, and AI can generate millions of answers instantly, we need a foundation that protects truth,” he said. “This is that foundation.”
DeeCi is now live for public preview at thedeeci.com, with additional research papers and patent filings expected later this year.
