D035

Bias Awareness

BD03 Decision, Judgment & Epistemics
Derived LayerMML-3

Version v1.2.4

Definition

The ability to notice one’s own cognitive distortions, rationalizations, and self-serving narratives, and to treat them as signals, not truths.

Poles

Each HES element is a spectrum, not a category: the Low and High poles describe how it presents at its two extremes, while the Reference marks the typical, everyday middle. The poles map variation across the range — neither end is inherently better or worse.

Low Pole

Blind to bias: strongly convinced by internal stories; rarely recognizes rationalization in real time.

High Pole

Regularly detects bias patterns, names them, and adjusts thinking/behavior accordingly.

Reference

Understands bias conceptually, but misses it when emotions or incentives are strong.

Measure

Detection rate: how often bias is recognized in self.
• Recovery: speed of correction after bias is noticed.

Measuring Methods

Reflection logs; bias-identification exercises anchored to real decisions; third-party review of reasoning artifacts.

Empirical Anchor

Bias awareness / cognitive debiasing (Fischhoff, 1982); bias blind spot (Pronin et al., 2002); metacognitive bias detection.

Notes

This is meta-cognition; it doesn’t guarantee correctness, but improves the odds of correction.

Citation

APA

Human Elements System. (2026). Bias Awareness (HES Passport D035, v1.2.4). hestable.com. https://hestable.com/passport/D035

BibTeX

@misc{hes_D035, author = {{Human Elements System}}, title = {{Bias Awareness}}, year = {2026}, note = {HES Passport D035, v1.2.4}, howpublished = {\url{https://hestable.com/passport/D035}} }