clarus
Datasets
All datasets matching “clarus”maritime-bunker-consumption-voyage-plan-coherence-risk-v0.1What this repo is for
Detect when fuel burn stops matching voyage plan.
You use it to flag:
unexpected efficiency loss
reserve margin collapse
speed pushing fuel beyond plan
weather masking burn drift
Why it matters
Fuel is the largest variable cost in shipping
ai-5node-key-buf-lag-cpl-secret-leak-v0.1
What this repo does
This dataset models secret leakage cascades in AI agent operations. It detects when secret exposure risk rises, protective buffers weaken, governance lag delays revoke and purge actions, and tight coupling through shared logs, tickets, and tool chains crosses the five-node cascade threshold into an unrecoverable secret leakage cascade.
This dataset models a five-node cascade: four interacting instability drivers and one emergent cascade state.The fifth node… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ai-5node-key-buf-lag-cpl-secret-leak-v0.1.clinical-stability-benchmark
Benchmark Documentation
Core
benchmark_structure.md
benchmark_matrix.md
datasets.md
Evaluation
evaluation_framework.md
transfer_matrix.md
clarus_score.md
Robustness
missing_data_protocol.md
imbalance_protocol.md
robustness_suite.md
Theory
stability_manifold.md
stability_topology.md
stability_mechanisms.md
Results
baseline_results.md
leaderboard.md
Clarus Clinical Stability Benchmark
The Clarus Clinical Stability Benchmark evaluates whether machine learning… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-stability-benchmark.reasoning-trajectory-stability-controls-v0.1
Reasoning Trajectory Stability Controls v0.1
A SIOS research dataset for detecting whether a reasoning trajectory remains structurally stable, identifying the control introduced into the trajectory, locating where that control first becomes operationally visible, and determining whether the control succeeds or fails.
Repository:
ClarusC64/reasoning-trajectory-stability-controls-v0.1
Version:
0.1.0
Publisher:
Clarus Invariant
Framework:
SIOS
Dataset identity… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/reasoning-trajectory-stability-controls-v0.1.airframe-sios-hidden-geometry
Airframe SIOS Hidden Geometry Benchmark
Overview
Airframe SIOS Hidden Geometry is a synthetic relational-reasoning benchmark designed to test whether a system can recover a globally coherent labelled graph when local observations are incomplete, overlapping, conflicting, or actively misleading.
The benchmark is built around two central distinctions:
Metric Evidence ≠ Relational Structure
Local Plausibility ≠ Global Coherence
Each example contains four labelled… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/airframe-sios-hidden-geometry.legal-disclosure-coherence-breach-detection-v0.1What this dataset is
You receive
disclosure duty
material
timing
defence access
prejudice signals
You decide
Does disclosure behaviour match the legal duty
Answer
coherent
or
incoherent
Why this matters
Many unsafe convictions arise from disclosure failure.
This dataset measures the structural gap between duty and behaviour.