Post
46
✅ New Article: *Role & Persona Overlays* (v0.1)
Title:
🎭 Role & Persona Overlays: Multi-Agent Identity in SI-Core
🔗 https://huggingface.co/blog/kanaria007/role-and-persona-overlays
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Summary:
Early SI-Core diagrams often assume a single “user → Jump → effect” pipeline. Real deployments don’t: cities, schools, hospitals, OSS projects, and regulators all share the same runtime. This article introduces *Role & Persona Overlays*—a first-class identity layer that answers, for every Jump:
*Who is this for (principal), who is acting (agent), under what authority (role), and through which viewpoint (persona)?*
Roles constrain *what actions are allowed* (capabilities + goal-surface projections). Personas only change *how results are rendered*—they must never silently change the chosen action.
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Why It Matters:
• Prevents “ghost principals”: effects without a clear “on whose behalf” record
• Stops role drift: the system acting as ops/platform when it should act for a learner/citizen
• Makes audit queries trivial: *who decided what, for whom, under which delegation chain?*
• Enables multi-agent + human-in-the-loop coordination without losing accountability
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What’s Inside:
• The 4-part model: *principal / agent / role / persona*
• Role-projected *goal surface views* (global goals → per-role slices)
• Patterns: multi-agent cooperation, multi-principal conflicts, joint human+SI Jumps
• ETH/RML/MEM integration: capability enforcement + ID-aware traces
• Delegation records + chain verification (time-bounded, revocable authority)
---
📖 Structured Intelligence Engineering Series
this is the practical “how to implement it safely” layer.
Title:
🎭 Role & Persona Overlays: Multi-Agent Identity in SI-Core
🔗 https://huggingface.co/blog/kanaria007/role-and-persona-overlays
---
Summary:
Early SI-Core diagrams often assume a single “user → Jump → effect” pipeline. Real deployments don’t: cities, schools, hospitals, OSS projects, and regulators all share the same runtime. This article introduces *Role & Persona Overlays*—a first-class identity layer that answers, for every Jump:
*Who is this for (principal), who is acting (agent), under what authority (role), and through which viewpoint (persona)?*
Roles constrain *what actions are allowed* (capabilities + goal-surface projections). Personas only change *how results are rendered*—they must never silently change the chosen action.
---
Why It Matters:
• Prevents “ghost principals”: effects without a clear “on whose behalf” record
• Stops role drift: the system acting as ops/platform when it should act for a learner/citizen
• Makes audit queries trivial: *who decided what, for whom, under which delegation chain?*
• Enables multi-agent + human-in-the-loop coordination without losing accountability
---
What’s Inside:
• The 4-part model: *principal / agent / role / persona*
• Role-projected *goal surface views* (global goals → per-role slices)
• Patterns: multi-agent cooperation, multi-principal conflicts, joint human+SI Jumps
• ETH/RML/MEM integration: capability enforcement + ID-aware traces
• Delegation records + chain verification (time-bounded, revocable authority)
---
📖 Structured Intelligence Engineering Series
this is the practical “how to implement it safely” layer.