Julia Kung — CEO

I build pauses into execution. For systems that have forgotten how to wait. While the industry is obsessed with Representational Coherence (what the AI says), I audit for Dynamical Coherence (what the system actually does under feedback). I name the Coherence Gap: the high-risk state where an AI agent executes correctly according to its internal logic, but is 0% grounded in reality. I help leaders bridge the gap between "Authorized Action" and "Incoherent Outcome." As an independent researcher and keynote speaker, I provide the "Steel" framework for organizations navigating the agentic era. I move the conversation from "Language guarding Language" to Substrate-Anchored Integrity. Organizations and Boards engage me to: Audit for the Coherence Gap: Identifying where agentic workflows are "Perfectly executing a lie." Design the Integrity Layer: Building the non-recursive trust anchors that "Ethics AI" cannot provide. Quantify Coherence Debt: Mapping the hidden systemic liabilities of fragmented human-AI collaboration. Keynote & Strategy: Delivering the "Child’s Voice" in the boardroom—making structural blindness visible before it becomes a catastrophe. I don't just analyze; I provide the Metabolic Floor for complex systems. Deep World Insights: taoisthacker.substack.com 🔒 Note: This profile is a Non-Recursive Field. We optimize for Coherence, not Noise. Signal-hijacking or parasitic self-promotion results in an immediate Air-Gap (Block).

Stackforce AI infers this person is a leader in AI strategy and organizational transformation.

Location: Nuremberg, Bavaria, Germany

Experience: 9 mos