{"slug":"spineworkspace/human-ai-experience","title":"04 · Human + AI Experience View","section":"spineworkspace","sectionLabel":"SpineWorkspace","status":"unclassified","type":"document","path":"spineworkspace/human-ai-experience.mdx","bytes":5301,"description":"Human responsibility, AI assistance, Twin as the human-facing coworker, Spines Agents as organizational actors — shared context, separate continuity, decision ownership.","updated":null,"source":"integratewise/Integratewise-docs-wiki","content":"\n## Shared Context, Separate Continuity\n\n```text\n              BUSINESS CONTEXT\n                     │\n          ┌──────────┴──────────┐\n          ▼                     ▼\n        HUMAN                   AI\n          │                     │\n    Human Workbench       AI Workbench\n          │                     │\n Personal Contextual      AI Continuity\n      Memory                 Memory\n          │                     │\n          └──────────┬──────────┘\n                     ▼\n                Shared Work\n                     │\n                     ▼\n              Business Decision\n              (human-owned)\n                     │\n                     ▼\n              Governed Execution\n```\n\n\n**Humans govern. AI helps. Spine preserves continuity.**\n\n\n## Who Does What\n\n| Responsibility | Human | Twin | Spine Agent |\n|---|---|---|---|\n| **Own the decision** | ✅ | — | — |\n| **Grant authority / approve** | ✅ | — | — |\n| **Provide business context** | Spine (via projection) | Spine (via projection) | Spine (via projection) |\n| **Assemble active context** | — | ✅ | ✅ |\n| **Reason and plan** | Reviews | ✅ | ✅ |\n| **Select capability** | — | Proposes | Proposes |\n| **Execute externally** | — | Via Hermes, if authorized | Via Hermes, if authorized |\n| **Verify outcome** | Reviews | Assists | Assists |\n| **Continuity** | Personal Contextual Memory | AI Continuity Memory | Agent Continuity |\n\n## Twin\n\nThe **Twin is the human-facing AI coworker**, not a separate Workbench.\n\n* **Identity:** `twin:{userId}` — one Twin per human, bound to that human's identity and tenant.\n* **Relationship to user:** Knows personal context, current Work, and what the user is authorized to see — via the AI Workbench projection, not via unrestricted Spine access.\n* **What Twin does:** Context assembly, summarization, planning, capability selection, drafting approvals — always in the user's Work context.\n* **What Twin does not do:** Own decisions, bypass governance, or silently promote AI inference to organizational truth.\n* **Memory:** AI Continuity Memory — Twin's working continuity that **serves** Business Context, tracked for rehydration and audit.\n\nTwin lives **inside** the AI Workbench:\n\n```text\nBUSINESS CONTEXT SPINE\n        │\n        ▼\n  AI WORKBENCH (projection over BC)\n        │\n        ├── Twin (human-facing coworker)\n        ├── Agent runtime\n        ├── Model routing / ADK\n        └── Capability access (governed)\n        │\n        ▼\n  AI CONTINUITY MEMORY (serves BC)\n```\n\nSee [Twin Execution](/ai/twin-execution) for the full execution flow.\n\n## Spine Agents\n\nA Spine Agent is a **governed organizational actor** with identity, role, authority, capability access, Work state, evidence, and continuity.\n\n```text\nIdentity → Role → Authority → AI Continuity → Business Context\n  → Observe → Orient → Plan → Capability → Governance\n    → Execute → Observe Outcome → Verify → Continue\n```\n\n* Not a chat persona. Not a tool wrapper.\n* Can own a subtask, hand off via Shared Work, and leave evidence.\n* Every agent action is authorized, traced, and reconcilable back to the Spine.\n\nSee [Spine Agent Execution](/ai/spine-agent-execution) and [Agent Collaboration](/ai/agent-collaboration).\n\n## Human–AI Collaboration\n\n**Cheap handoff, not repeated explanation.**\n\n* Human and Twin see the same **Active Context Bundle** (Business Context slice + Work + evidence + authority).\n* When a Spine Agent joins, it hydrates from the same Work and Business Context — it never needs \"the whole conversation pasted again.\"\n* Decisions remain human-owned. Twin proposes; humans approve. Agents execute only what is authorized.\n\n```text\nHuman opens Work → Twin has Active Context → Twin proposes plan\n  → Human approves → Agent takes subtask → Hermes executes\n    → Outcome verified → Spine updated → Both workbenches rehydrate\n```\n\n## Decision Ownership\n\n* **Every decision has an owner** (human identity), a Work context, and evidence.\n* **Every execution has an authorization** (governance verdict), not just a trigger.\n* **Every outcome has verification** before it can update organizational truth.\n\n## Where to Go Next\n\n<CardGroup cols={2}>\n  \n    The common unit everything coordinates through.\n  \n  \n    What happens when AI receives work — the OODA-derived internal flow.\n  \n  \n    Why two working memories serve one organizational memory — and G-10.\n  \n  \n    How \"may it be done?\" is decided before Hermes ever executes.\n  \n</CardGroup>\n"}