43-wentorai-research-plugins-skills-domains-humanities-ethical-philosophy-guide

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Applied Ethics Research Guide

Overview

Applied ethics is the branch of philosophy that addresses concrete moral questions in specific domains: medicine, technology, business, environment, law, and research itself. Unlike metaethics (which asks what moral terms mean) or normative ethics (which develops general moral theories), applied ethics works at the intersection of philosophical reasoning and real-world decision-making.

The field has exploded in relevance as emerging technologies -- artificial intelligence, gene editing, autonomous weapons, surveillance systems -- create moral dilemmas that existing law and policy cannot resolve. Applied ethics research requires both philosophical rigor (clear argument structure, engagement with existing frameworks) and empirical grounding (understanding the technology, institution, or practice being evaluated).

This guide covers the major ethical frameworks used in applied ethics, methods for constructing and evaluating ethical arguments, the landscape of subfields (bioethics, AI ethics, research ethics, environmental ethics), and practical guidance for publishing in philosophy and interdisciplinary venues.

Major Ethical Frameworks

Framework Comparison

Framework	Core Principle	Decision Procedure	Strengths	Weaknesses
Utilitarianism	Maximize aggregate well-being	Calculate consequences	Clear, impartial	Ignores rights, demandingness
Kantianism	Respect rational autonomy	Apply categorical imperative	Rights-based, universalizable	Rigid, conflicting duties
Virtue ethics	Cultivate excellent character	Ask "what would a virtuous person do?"	Context-sensitive, holistic	Vague, culturally relative
Care ethics	Attend to relationships

Framework application template:

CASE: A hospital must allocate a scarce drug among three patients.

UTILITARIAN ANALYSIS:
- Calculate expected QALYs (quality-adjusted life years) for each patient
- Allocate to the patient who gains the most QALYs
- Consider: indirect effects on family, society, precedent
- Verdict: Maximize aggregate health outcomes

KANTIAN ANALYSIS:
- Can the allocation principle be universalized?
- Does the procedure respect each patient's dignity?
- Are patients treated as ends in themselves, never merely as means?
- Verdict: Fair lottery or first-come-first-served (equal respect)

VIRTUE ETHICS ANALYSIS:
- What would a compassionate, just, courageous physician do?
- Does the decision reflect practical wisdom (phronesis)?
- How does this decision shape the character of the institution?
- Verdict: Context-dependent judgment by virtuous practitioner

CARE ETHICS ANALYSIS:
- What are the relationships and dependencies involved?
- Who is most vulnerable?
- How can we maintain trust and care in the allocation process?
- Verdict: Attend to the most vulnerable, preserve relationships

Standard philosophical argument form:

THESIS: Autonomous weapons should be banned under international law.

ARGUMENT:
P1: Weapons that cannot reliably distinguish combatants from civilians
    violate International Humanitarian Law (IHL).
P2: Current autonomous weapons systems cannot reliably make this
    distinction in complex combat environments.
P3: There is no clear technological pathway to solving the distinction
    problem within a meaningful timeframe.
C1: Therefore, autonomous weapons violate IHL. (from P1, P2)
C2: Therefore, they should be banned until the distinction problem
    is solved. (from C1, P3, plus the precautionary principle)

OBJECTION 1: AI targeting may be MORE accurate than human soldiers.
RESPONSE: Accuracy in controlled tests does not equal reliability
in unpredictable combat environments. Moreover, IHL requires not
just accuracy but accountability -- someone must be responsible
for each targeting decision.

OBJECTION 2: A ban would disadvantage compliant nations.
RESPONSE: This is an argument for multilateral treaties, not
against the ban itself. The same logic applies to chemical weapons.

Rawls's reflective equilibrium (standard method in applied ethics):

1. Start with CONSIDERED JUDGMENTS
   - Strong moral intuitions about specific cases
   - Example: "Torturing children for fun is wrong"

2. Formulate MORAL PRINCIPLES
   - Abstract rules that explain and organize judgments
   - Example: "It is wrong to cause suffering without justification"

3. Check for COHERENCE
   - Do principles match judgments?
   - Do principles conflict with each other?

4. ADJUST until equilibrium
   - Revise judgments that conflict with well-supported principles
   - Revise principles that conflict with firm judgments
   - Iterate until coherent

5. Result: A REFLECTIVE EQUILIBRIUM
   - Mutually supporting set of principles and judgments
   - Not infallible, but rationally justified

Topic	Key Question	Key Framework
Informed consent	When is consent valid?	Autonomy (Beauchamp & Childress)
End-of-life care	When may treatment be withdrawn?	Sanctity of life vs. quality of life
Genetic enhancement	Is it permissible to enhance embryos?	Therapy/enhancement distinction
Organ allocation	How to distribute scarce organs fairly?	Justice (utilitarian vs. egalitarian)
Research ethics	What protections do subjects need?	Belmont principles
Reproductive ethics	Autonomy over reproductive decisions?	Rights-based, feminist ethics

Key areas of AI ethics research:

1. FAIRNESS AND BIAS
   - Algorithmic discrimination (hiring, lending, criminal justice)
   - Definitions of fairness (demographic parity, equalized odds, calibration)
   - Impossibility results: some fairness criteria are mutually incompatible

2. TRANSPARENCY AND EXPLAINABILITY
   - Right to explanation (GDPR Article 22)
   - Interpretable vs. post-hoc explanation
   - Epistemic opacity of deep learning

3. ACCOUNTABILITY AND RESPONSIBILITY
   - Responsibility gap: who is liable when AI causes harm?
   - Distributed responsibility across developers, deployers, users
   - Meaningful human control over automated decisions

4. PRIVACY AND SURVEILLANCE
   - Data collection and consent
   - Facial recognition and civil liberties
   - Differential privacy and data protection

5. EXISTENTIAL AND LONG-TERM RISK
   - Alignment problem: ensuring AI pursues intended goals
   - Concentration of power
   - Autonomous weapons and escalation risks

The Belmont Principles (1979):

1. RESPECT FOR PERSONS
   - Individuals are autonomous agents
   - Persons with diminished autonomy deserve protection
   - Application: Informed consent procedures

2. BENEFICENCE
   - Do no harm (non-maleficence)
   - Maximize benefits, minimize risks
   - Application: Risk-benefit assessment

3. JUSTICE
   - Fair distribution of research burdens and benefits
   - No exploitation of vulnerable populations
   - Application: Equitable subject selection

Modern additions:
- Community engagement and benefit sharing
- Data sovereignty (especially for Indigenous communities)
- Dual-use research oversight

Applied ethics paper structure:

1. INTRODUCTION (1-2 pages)
   - Motivating case or real-world problem
   - Thesis statement (clear normative claim)
   - Roadmap of the argument

2. BACKGROUND (2-3 pages)
   - Empirical context (what is the technology/practice?)
   - Existing policy and legal landscape
   - Previous philosophical literature

3. ARGUMENT (5-10 pages)
   - Present the main argument step by step
   - Each premise defended with evidence or reasoning
   - Consider and respond to objections (minimum 2-3)
   - Distinguish your position from nearby views

4. IMPLICATIONS (2-3 pages)
   - Policy recommendations
   - Institutional design proposals
   - Limitations and open questions

5. CONCLUSION (1 page)
   - Restate thesis and main contribution
   - Acknowledge what remains unresolved

Style: Clear, jargon-minimal prose. Philosophy values precision over complexity.

43-wentorai-research-plugins-skills-domains-humanities-ethical-philosophy-guide

Summary

SKILL.md

Applied Ethics Research Guide

Overview

Major Ethical Frameworks

Framework Comparison

Applying Frameworks to a Case

Constructing Ethical Arguments

Argument Structure in Applied Ethics

The Method of Reflective Equilibrium

Major Subfields

Bioethics

AI Ethics

Research Ethics

Writing Ethics Papers

Best Practices

References

Related skills