Gartner Agentic AI (2026) × Issue Space 6D × Shengxing Conjecture

Agentic AI
Diagnostic Map

A framework integration tool for consultants and AI project leaders. Click any cell to surface the specific issue and recommended action at each intersection.

The Shengxing Conjecture
"All observations lose practical significance by the sixth iteration of meta-recursion."
This map operates at M⁰–M². Diagnosis is most actionable at this level. See the footer for the full recursion boundary.
How to use
1
Pick a Gartner column matching your project focus
2
Pick a dimension row where you feel friction
3
Read the diagnostic panel for the specific issue and action
Issue Space 6D ↓
G1
Agent Development
Frameworks, LLMs, tools for building agents
G2
Integration & Deployment
Enterprise systems, APIs, orchestration
G3
Agent–Human Interaction
UX, trust, human-in-the-loop design
G4
Agent Management
Monitoring, governance, observability
G5
Agent Use Cases
Vertical applications, ROI scenarios
Shengxing Conjecture Meta-recursion boundary — where does diagnosis stop being useful?
M⁰
Actionable
"Our agent fails at task X in production."
M¹
Actionable
"Is this even the right use case for agents?"
M²
Actionable
"Is our 6D Issue Space diagnosis framing this correctly?"
M³
Marginal
"What biases does our diagnostic framework carry?"
M⁴
Marginal
"What values define our governance criteria?"
M⁵
Philosophical
"Can we trust our own capacity to reflect?"
M⁶+
Collapsed
"What does 'presupposing' itself presuppose?"