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December 6, 2025

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What is Framing Bias?

Definition Framing bias is when the same facts lead to different decisions depending on how they are presented. Gains versus…
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Good character judgment is less about snap impressions and more about pattern recognition over time. Here is a practical playbook you can use anywhere.

Start With First Principles

  • Behavior over claims: Believe what people do more than what they say.
  • Patterns over moments: One instance can be luck or stress. Repeated choices reveal priorities.
  • Incentives explain actions: Map what the person stands to gain or lose. Incentives predict more reliably than intentions.
  • Context matters: People act differently at work, with friends, and under pressure. Compare across contexts.

Simple Tests That Reveal A Lot

  1. Reliability test: Do they do what they said by when they said it? Track promises against delivery.
  2. Pressure test: Notice them when something goes wrong. Accountability or excuses. Curiosity or defensiveness.
  3. Power test: Watch how they treat those who cannot offer status or favors. Courtesy to staff and strangers is a strong signal.
  4. Boundary test: Say no to a small request. Respect or pushback will tell you how they handle limits.
  5. Disagreement test: Bring a mild, respectful challenge. Look for evidence seeking, not point scoring.
  6. Credit test: After a win, do they share credit fairly or center themselves.
  7. Conflict of interest test: When interests collide, do they disclose and recuse or hide and proceed.

Signals To Weight Heavily

  • Consistency: Similar values across situations and time.
  • Effort quality: Care with details when no one is looking.
  • Learning stance: Admits mistakes, updates views, asks good questions.
  • Generosity of interpretation: Gives others benefit of the doubt without being naive.
  • Emotional regulation: Responds rather than reacts, especially under stress.

Red Flags To Respect

  • Chronic lateness paired with elaborate reasons.
  • Stories that shift with the audience.
  • Mocking or contempt for people who cannot retaliate.
  • Zero-sum mindset: if others win, I lose.
  • Love bombing early, then withdrawal when control is challenged.
  • Withholding key facts until after commitment.
  • Refusal to apologize or only conditional apologies.

Green Flags Worth Noticing

  • Transparent about limits and uncertainty.
  • Keeps small promises as carefully as big ones.
  • Defends absent people from unfair criticism.
  • Balances confidence with curiosity.
  • Tracks and corrects their own errors without prompting.
  • Treats resources as shared and returns what they borrow.

Tools That Improve Accuracy

  • Contradiction log: Write down claims and dates. Revisit later to see what matched reality.
  • Third-party checks: Quietly verify with people who have worked with them across time.
  • Baseline questions: Ask the same few questions of everyone you meet. Example: worst mistake at work, how they fixed it, and what changed after.
  • Time spacing: Delay big decisions until you have seen them in at least three settings: calm, busy, and stressed.
  • Environment read: Healthy people tend to have healthy circles. Look at their friends, mentors, and collaborators.

Guard Against Your Own Biases

  • Halo effect: One impressive trait can blind you to flaws. Evaluate domains separately.
  • Similarity bias: Liking someone who resembles you can distort judgment. Seek disconfirming data.
  • Recency effect: The last interaction looms large. Revisit the full pattern.
  • Charm tax: Charisma is not character. Discount flattery and polish when scoring behavior.

Questions That Surface Character

  • When have you changed your mind about something important and why.
  • Tell me about a time you gave up a benefit to do the right thing.
  • What feedback was hardest to hear and what did you do with it.
  • How do you decide who gets credit on a team.
  • What would your toughest colleague say is your weakness.

Calibrate With Clear Criteria

Consider rating people from 1 to 5 on these axes after several interactions:

  • Honesty: Truthful, consistent, discloses conflicts.
  • Reliability: Meets commitments, communicates early when blocked.
  • Respect: Treats others with dignity across status levels.
  • Competence: Demonstrates skill, learns, and improves.
  • Self-control: Manages impulses and emotions.
  • Prosocial intent: Acts for mutual benefit, not only self-interest.

Final Guidance

Take your time. Look for repeated behaviors, especially under pressure and when no one is watching. Balance openness with verification. A good judge of character is not cynical or naive. They collect evidence, test it gently, and let the pattern speak.


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