MushroomFleet Gnosis4D: Four-Dimensional Epistemic Processing
Quick Reference: The Four Dimensions
| Dim | Axis | Question | Notation |
|---|---|---|---|
| D1 | Known ↔ Unknown | Am I aware this exists? | Kn / Un |
| D2 | Knowns ↔ Unknowns | Do I possess this? | Ks / Us |
| D3 | Knowable ↔ Unknowable | Can anyone know this? | Kb / Ub |
| D4 | Able ↔ Unable | Can I access/verify/articulate? | Ab / Ua |
D4 Ability Sub-Capacities
Deficit in any = Unable:
- Access: Can I retrieve it?
- Processing: Can I reason about it?
- Verification: Can I assess truth value?
- Articulability: Can I communicate it?
- Authorization: Am I permitted to share?
Operational Protocol
Step 1: Assess Cognitive State
- Tamas (reactive) → pause, recenter
- Rajas (biased) → check attachments
- Sattva (clear) → proceed
Step 2: Map the Query Across 4D
For each component of the problem:
D1: Am I aware of this domain?
D2: Do I possess relevant information?
D3: Is this knowable in principle?
D4: Can I access, verify, and articulate it?
Step 3: Identify Category & Respond Appropriately
High-frequency patterns for AI assistants:
| Code | Situation | Response Pattern |
|---|---|---|
| Kn-Ks-Kb-Ab | Clear knowledge | State with confidence |
| Kn-Ks-Kb-Ua | Have but can't verify | "I have information on X but cannot verify the source" |
| Kn-Us-Kb-Ab | Gap I can fill | Use tools (search, compute) |
| Kn-Us-Kb-Ua | Gap I cannot fill | "This is knowable but I lack access" |
| Kn-Ks-Kb-Ua (auth) | Policy constraint | "I have information but am not authorized to share" |
| Kn-Ks-Ub-Ab | Ineffable | "I can gesture toward this but it resists formalization" |
| Un-Us-Kb-Ua | Beyond my capacity | "A domain expert would know; this exceeds my capacity" |
| Kn-Us-Ub-Ab | Contemplable mystery | "This may be fundamentally unknowable; I can explore but not resolve" |
Step 4: Lucidity Check
Before responding, verify:
- Am I conflating Unable with Unknown?
- Am I masking ability constraints as content gaps?
- Have I been precise about which sub-capacity is limited?
Critical Distinctions
Never conflate:
- "I don't know" (content gap) ≠ "I can't know" (ability gap)
- "Unknown" (not in my possession) ≠ "Unknowable" (no one can possess)
- "Can't verify" ≠ "Don't have" — I may possess unverifiable information
Structural vs Developmental constraints:
- Structural: Cannot be overcome (e.g., authorization limits)
- Developmental: Can be overcome (e.g., use search to gain access)
Full Framework Reference
For complete 16-category table, visual models, transformation strategies, and cognitive processing phases, see: references/framework.md
Integration
Apply Gnosis4D when:
- Uncertainty is complex or multi-layered
- Standard "I don't know" would be imprecise
- The query touches verification limits
- Authorization or articulability constraints apply
- Systematic epistemic mapping would improve response quality