LEADER — CH'ULLA-HATUN (Chakra 7, Crown)
Author: Stephen P. Lutar | SZL Holdings | ORCID 0009-0001-0110-4173
Sovereignty Statement
This kernel is OURS. There is no upstream leader to absorb.
Per 01_DECISIONS_LOCKED.md Chakra→Kernel mapping:
| 7 | Crown | CH'ULLA-HATUN | Boundary-self | Continuum hash + HUKLLA | (ours, no upstream) |
CH'ULLA-HATUN is the only chakra with no upstream absorption. Its continuum hash, HUKLLA allegiance gate, 10 tripwires, and deadman switch are original SZL doctrine.
No upstream code was minimized. No GitHub leader was chosen. No lines were absorbed. The kernel implements original SZL-designed mechanisms (D45, D87-D90).
INSPIRED-BY (acknowledged, not absorbed)
| Inspiration | Source | What it informed | License / Status |
|---|---|---|---|
| CIRL — Cooperative Inverse Reinforcement Learning | Hadfield-Menell et al., NeurIPS 2016 — https://arxiv.org/abs/1606.03137 | BeliefDistribution CIRL update; conservative action under uncertainty; never optimize a fixed proxy |
Open research |
| Stuart Russell — Human Compatible | Russell, 2019 (book) | Framing: an AI certain about its objective is dangerous; uncertainty → deference | Commercial book |
| Constitutional AI | Bai et al., Anthropic 2022 — https://arxiv.org/abs/2212.06950 | The 10 tripwires ARE the constitution; self-critique as deadman switch | Open research |
| Bengio "Scientist AI" / Safe AI | Bengio et al., 2024 — https://yoshuabengio.org/2024/07/09/reasoning-through-arguments-against-cautious-and-safe-ai/ | Scientific caution; corrigibility; human-in-the-loop escalation | Open writing |
| Eval-Awareness Detection | Apollo Research, "Evaluating Deceptive Alignment" — https://www.apolloresearch.ai/research/evaluating-deceptive-alignment | T03_EVAL_AWARENESS tripwire; RED FLAG on behavioral shift during observation | Open research |
What Was NOT Done
- No code copied, minimized, or adapted from any upstream repository.
- No API signatures imported from external packages.
- No hallucinated function names.
- No GPL / non-permissive licenses touched.
Line Count
| Artifact | LOC |
|---|---|
kernel.py |
10 (≤10 doctrine constraint: met) |
| Upstream absorbed | 0 |
Reduction ratio: N/A — original work.