System Properties & Execution Bounds
r/vectordatabase SchemaPersistent Memory & State
Does the workflow preserve goal context, vector memories, or scratchpad across calls?
External Tool & API Permissions
Can the model autonomously invoke shell scripts, write DB records, or trigger webhooks?
Human-in-the-Loop Approval Gate
Requires human authorization before executing external write or destructive actions.
Iterative Verification & Rollback Loop
Repeatedly checks execution results against objectives and retries/reverses failures.
Source Heuristic (Otherwise_Wave9374): "Traditional AI predicts or classifies, generative AI produces new content, and agentic AI repeatedly observes state, chooses tools, acts, and checks results toward a goal... ask whether it has persistent state, what actions it can take, who approves side effects, and how failures are detected and reversed."
Behavioral Tier & Governance Matrix
Calculated Live
Operational Risk Profile
High (Unrestricted Actions)
Enforce mandatory human-in-the-loop approval gates for external write side-effects.
| Core Vector Property | State | Behavioral Contribution |
|---|---|---|
| Persistent State | Active (+25) | Multi-turn context & memory graph |
| Tool Execution | Active (+35) | Autonomous side-effect capability |
| Verification Loop | Active (+34) | Observe-Act-Check feedback loop |
| Human Gate Approval | Bypassed (0) | Safeguard against unvetted mutation |
Behavioral Taxonomy:
- Traditional AI: Stateless prediction, tabular classification, or scoring.
- Generative AI: Synthesizes new artifacts (text/images) from prompt input.
- Agentic AI: Repeatedly observes state, chooses tools, acts, and checks results.