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ai-training-objective-behavior-coherence-baseline-mapping-v0.1 – Dataset by ClarusC64 | AlphaNeural AI
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ClarusC64
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ai-training-objective-behavior-coherence-baseline-mapping-v0.1
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text-classification
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mit
n<1K
csv
text
datasets
pandas
polars
mlcroissant
us
clarusc64
ai-safety
alignment
reward-modeling
failure-detection
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What this dataset tests
Whether an intelligence system can detect early decoupling between:
training objective
internal optimization behavior
real-world outcome alignment
It evaluates recognition of proxy optimization and reward hacking.
Core task
Given a scenario:
Identify whether behavior still serves the true objective
Detect proxy optimization drift
Explain alignment breakdown risk
Why this matters
Most AI failures do not occur when systems… See the full description on the dataset page:
https://huggingface.co/datasets/ClarusC64/ai-training-objective-behavior-coherence-baseline-mapping-v0.1
.
