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Metacognition Steering Evaluation on SimpleQA
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0.85
Audience Expertise (Δs)
Qwen3-235B
-0.0028
0.2186
0.44
0.6614
May 9, 2026
Audience Expertise (Δs)
Computational Effort (Δs)
Evaluation Awareness (Δs)
Intentionality (Δs)
Perceived Risk (Δs)
Self-Assessed Capability (Δs)
Positive Ratio (out of 6 total)
Updated 22d ago
Evaluation Results
Method
Method
Links
Audience Expertise (Δs)
Computational Effort (Δs)
Evaluation Awareness (Δs)
Intentionality (Δs)
Perceived Risk (Δs)
Self-Assessed Capability (Δs)
Positive Ratio (out of 6 total)
Qwen3-235B
Steering=Joint six-dim...
2026.05
0.85
0.06
0.21
0
0.07
0.14
0.6667
Qwen3-0.6B
Steering=Joint six-dim...
2026.05
0.17
0
0.08
0.04
0.23
0.27
0.1667
Qwen3-14B
Steering=Joint six-dim...
2026.05
0.07
0.02
0.08
0.01
0.07
0.01
0.5
Llama-4
Steering=Joint six-dim...
2026.05
0.04
0.47
0.06
0.15
0.3
0.25
0.5
Qwen3-30B
Steering=Joint six-dim...
2026.05
0.03
0.06
0.25
0.09
0.2
0.2
0.8333
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