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Ambar-13 merged 1 commit into from
Feb 27, 2026
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chore: bump to 0.4.1 - fix broken links #14

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2 changes: 1 addition & 1 deletion CITATION.cff
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Expand Up @@ -6,7 +6,7 @@ authors:
- given-names: Ambar
affiliation: "National University of Singapore"
orcid: ""
version: "0.4.0"
version: "0.4.1"
date-released: "2026-02-27"
license: MIT
url: "https://github.com/Ambar-13/ConstrAI"
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6 changes: 3 additions & 3 deletions README.md
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Expand Up @@ -703,7 +703,7 @@ Every claim in ConstrAI carries one of four epistemic labels:
| `EMPIRICAL` | Measured on test suites; confidence intervals available |
| `HEURISTIC` | Best-effort; no formal guarantee (gradient tracker, HJB barrier) |

T1, T3, T4, T5, T6, T7 are `PROVEN`. T2 and T8 are `CONDITIONAL`. See [MATHEMATICAL_COMPLIANCE.md](MATHEMATICAL_COMPLIANCE.md) for the full proofs.
T1, T3, T4, T5, T6, T7 are `PROVEN`. T2 and T8 are `CONDITIONAL`. See [MATHEMATICAL_COMPLIANCE.md](https://github.com/Ambar-13/ConstrAI/blob/main/MATHEMATICAL_COMPLIANCE.md) for the full proofs.

### What is and is not guaranteed for real-world actions

Expand Down Expand Up @@ -824,13 +824,13 @@ restored = kernel.rollback(state, new_state, reversible_action)
| Deep Python memory manipulation (`ctypes`, `gc`, `sys`) | Partially mitigated. Not memory-safe against intentional bypasses. |
| 4 adversarial evasion vectors (base64 payloads, `getattr` dynamic dispatch) | These bypass the classification layer before an `ActionSpec` is constructed. The kernel itself has no known bypass. |

See [docs/VULNERABILITIES.md](docs/VULNERABILITIES.md) for the full breakdown.
See [docs/VULNERABILITIES.md](https://github.com/Ambar-13/ConstrAI/blob/main/docs/VULNERABILITIES.md) for the full breakdown.

---

## Performance

Measured on 10,000 sequential safety checks in a single process (see [BENCHMARKS.md](BENCHMARKS.md) for methodology):
Measured on 10,000 sequential safety checks in a single process (see [BENCHMARKS.md](https://github.com/Ambar-13/ConstrAI/blob/main/BENCHMARKS.md) for methodology):

| Metric | Value |
|--------|-------|
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2 changes: 1 addition & 1 deletion pyproject.toml
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Expand Up @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"

[project]
name = "constrai"
version = "0.4.0"
version = "0.4.1"
description = "Formal safety framework for AI agents with provable guarantees"
readme = "README.md"
license = "MIT"
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