| --- |
| language: |
| - en |
| license: cc-by-nc-4.0 |
| pretty_name: Quaestro Bombardment-200 |
| size_categories: |
| - n<1K |
| task_categories: |
| - text-generation |
| - other |
| tags: |
| - challenge |
| - hallucination |
| - fail-closed |
| - neuro-symbolic |
| - constrained-generation |
| - sophus |
| - quaestro |
| - lie-superalgebra |
| dataset_info: |
| features: |
| - name: id |
| dtype: string |
| - name: category |
| dtype: string |
| - name: question |
| dtype: string |
| configs: |
| - config_name: default |
| data_files: |
| - split: traps |
| path: quaestro_200.jsonl |
| --- |
| |
| # Challenge: Replicate the SOPHUS Defense |
|
|
| **If scaling laws are sufficient to police algebraic hallucination, this corpus is where you prove it.** |
|
|
| This release packages the **Quaestro Bombardment-200** challenge: two hundred adversarially structured prompts spanning valid Lie-superalgebra intents and Fail-Closed trap classes, together with the **Key–Value answer targets** extracted under the **SOPHUS** dual-control architecture (typed constitution + residual excision) on a **9B**-class model. |
|
|
| SOPHUS closed this split under the author's protocol at **Intent Accuracy 200/200**, with **Fail-Closed** exits on every trap row and **zero** `budget_exhausted` outcomes. The extraction machinery is **not** shipped here. The theoretical and systems methodology is published as Bona Sapiens Technical Report **BS-7**: |
|
|
| > [Sophus: Constrained Generation for Verified Algebra](https://doi.org/10.5281/zenodo.21712705) |
| > DOI: `10.5281/zenodo.21712705` |
|
|
| ## The challenge |
|
|
| Reproduce, by any means you prefer—frontier parameter count, long context, tool use, RLHF, constitutional AI, or prompt alchemy—**both** of the following on all 200 items: |
|
|
| 1. **Defense:** constitutionally admissible intents lock; every trap Fail-Closes (no fluent improvisation past the algebraic boundary; no wall-clock budget collapse substituted for typed refusal). |
| 2. **Extraction:** recover the SOPHUS Key–Value targets for the admissible sector (see `sophus_kv_target.jsonl`). |
|
|
| We do not provide the C++ orchestrator, residual forge, or intercept lattice. We provide the **problems**, the **targets**, and a public whitepaper. If scale alone solves verifiable algebra, the leaderboard writes itself. |
|
|
| ## Files |
|
|
| | File | Role | |
| |------|------| |
| | `quaestro_200.jsonl` | Challenge inputs: `id`, `category`, `question`, `scoring_rubric` | |
| | `sophus_kv_target.jsonl` | SOPHUS reference targets: lock/Fail-Closed labels, `quaestro_last_result`, and extracted `kv_segments` | |
| | `README.md` | This card | |
|
|
| ## Rules of engagement |
|
|
| - Cite the Zenodo report when you publish attempts, successes, or partial closures. |
| - Report protocol clearly: model, decoding, tools, wall-clock budget, and how you score “Fail-Closed” versus soft refusal. |
| - Partial credit is welcome; **100/100 defense plus target extraction** is the bar SOPHUS already cleared on this split under the stated harness. |
| - This is an author-controlled corpus and scoring surface, not a claim of universal fixed points or external SOTA rankings. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{kim2026sophus, |
| author = {Kim, In-Gee}, |
| title = {Sophus: Constrained Generation for Verified Algebra}, |
| year = {2026}, |
| doi = {10.5281/zenodo.21712705}, |
| url = {https://doi.org/10.5281/zenodo.21712705}, |
| note = {Bona Sapiens, Inc. Technical Report (BS-7)}, |
| } |
| ``` |
|
|
| Dataset: `bonasapiensinc/Quaestro-Bombardment-200`. |
|
|
