---
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`.