I design and test AI-native systems for better human judgment, coordination, legitimacy, and execution.
My work has three connected lanes:
- Practice - methods for helping teams and leaders build useful AI capability.
- Passion - public experiments, research artifacts, and agent-system work.
- Purpose - systems that increase human agency rather than replace it.
- Practice: disruptionjoe.com is the current commercial home.
- Method: AI Activation Playbook and AI Enablement Architecture explain the work with teams.
- Lab: AI Accelerated Thinking gives a designed tour of the public experiments.
- Profile: disruptionjoe-profile is the deeper GitHub profile and background surface.
- gu-formalization - can a bold contested claim be evaluated with disciplined truth-seeking?
- time-as-finality - can cross-disciplinary research connect distinct frames without collapsing into metaphor?
- temporal-issuance - can a strange originating idea become disciplined enough to produce useful artifacts?
- architecture-of-legitimacy - can legitimacy, contribution, governance, incentives, and capture resistance become design problems?
- caret - semantic notation for agent workflows in Markdown.
Some work is public. Some is private or still being made legible. I prefer accurate routing over fake proof.
If you want to work with me, start at disruptionjoe.com/services or book a planning call.