PWR-123 · Metacognition & Epistemic Resilience

Bias resistance

People can become better at spotting selected manipulation techniques—but nobody becomes immune to misinformation.

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Revision 7T · Full Tutorial Edition · Release manifest · Methodology · Corrections

One source of teaching truth

Canonical Power learning unit · TLU-PWR-123

The learner judges eight paired fictional frames using one criterion and records no unjustified frame-driven reversals on a delayed set.

Canonical Power page
PWR-123 · Bias resistance
Full tutorial
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Practical authority
The tutorial teaches a low-risk method that may be practised inside its stated limits.
Current treatment
Full low-stakes tutorial
Research depth
focused · 3 bound sources
Risk framing
high
Capability self-practice
Permitted inside the tutorial's stated low-risk limits
Pathway membership
G-CUR-012

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Explanation is not permission.

This dossier explains the evidence and its limits. It is not a diagnosis, personal recommendation, assessment, clearance, performance promise or training programme. Actionable teaching appears only when the canonical Power record explicitly authorises it.

Complete bounded explanation

What this power means.

Capability to develop or express bias resistance in a declared context without inheriting broader claims.

What the current evidence supports

Brief prompts and transparent games can reduce selected misinformation-related errors, but they do not create general immunity to bias.

How to observe or measure it without overclaiming

Predeclare bias/error type, content, ground truth, item novelty, intention versus behavior, delay, false positives and political/cultural context.

Myth

Vaccinate the mind against misinformation

Metric

Accuracy, false positives and observed behavior on novel benign items after delay

Boundary

A prompt or game cannot create general immunity, political correctness or permanent resistance.

Negative and limiting findings

  • Most accuracy-prompt outcomes were sharing intentions rather than observed long-term behavior.
  • Inoculation estimates were sensitive to the examples used.

Claims this evidence cannot support

  • become immune to misinformation
  • remove cognitive bias
  • mental vaccine
  • program people against wrong beliefs

Individual tutorial · FULL SELF GUIDED TUTORIAL

How to learn this Power now.

The learner judges eight paired fictional frames using one criterion and records no unjustified frame-driven reversals on a delayed set.

  1. Get readyDefine the target as framing sensitivity, not all bias.
  2. Learn the method9 concrete steps teach the permitted method from start to finish.
  3. See right and wrong4 comparisons show correct or safer execution beside common wrong or riskier choices.
  4. PractiseUse four new fictional pairs weekly for four weeks. Change denominators and surface topics but preserve equivalence. Include one control each week where a judgement should update.
  5. Check progressFor each pair, verify conversion, criterion application and decision consistency; count frame-only reversals, appropriate updates on control items and confidence change.

Authority boundary: Titan teaches a concrete low-stakes method step by step while keeping evidence and transfer claims bounded. The method is Power-specific; its actionability follows this treatment.

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Related Powers: PWR-121 · PWR-122 · PWR-124 · PWR-125

Direct evidence register

Sources that support—and limit—the claim.

Citation roles are explicit. A source may support existence or trainability while simultaneously limiting transfer, certainty, generalisation or safety.

  1. Primary empirical supportLimiting / contrary
    Accuracy prompts are a replicable and generalizable approach for reducing the spread of misinformation

    Gordon Pennycook; David G. Rand · 2022 · Primary research

  2. Primary empirical supportLimiting / contrary
    Disentangling Item and Testing Effects in Inoculation Research on Online Misinformation: Solomon Revisited

    Jon Roozenbeek; Rakoen Maertens; William McClanahan; Sander van der Linden · 2020 · Primary research

  3. Primary empirical supportLimiting / contrary
    Good News about Bad News: Gamified Inoculation Boosts Confidence and Cognitive Immunity Against Fake News

    Melisa Basol; Jon Roozenbeek; Sander van der Linden · 2020 · Primary research

Current teaching and evidence boundary

The next gate remains visible.

External confirmation is required before higher-authority use because: a clinical, high-risk or regulated configuration; cultural, community-rights or affected-person authority; a restricted safety or legitimacy boundary.

A Power-specific tutorial is available at /tutorials/pwr-123/. It contains a plain-English method, 9 ordered steps, a worked example, right-versus-wrong comparisons, specific mistakes and corrections, practice, measurement, accessibility, stopping rules and evidence. Its self guided mode remains controlling.