人工智能政策与社会

• Identify affected stakeholders and unequal impacts.
• Compare governance tools and their enforcement limits.
• Write evidence-grounded public-interest analysis.

先推荐： 人工智能基金会

1. 1

   Ethics and impact

   结果： Distinguish values, harms, tradeoffs, and measurable outcomes.

   练习： Create a stakeholder and impact map for one AI deployment.

   Bias and fairnessPublic-interest impact analysis
   AI 伦理 →人工智能偏见 →
2. 2

   Privacy, security, and safety

   结果： Separate privacy, misuse, accident, and security risks.

   练习： Build a threat-and-harm register with owners and mitigations.

   隐私和数据处理AI security and misuse riskAutomation boundaries and safeguards
   人工智能与隐私 →人工智能安全 →人工智能安全 →
3. 3

   Law and governance

   结果： Compare regulation, standards, audits, procurement, and internal controls.

   练习： Compare two governance approaches against the same public problem.

   AI policy and regulation治理和问责
   人工智能监管 →人工智能治理 →
4. 4

   Public communication

   结果： Explain evidence and uncertainty without hype or false balance.

   练习： Write a 300-word public briefing with sources, limits, and a decision point.

   利益相关者沟通Source and claim verificationUncertainty and confidence calibration
   人工智能神话 →AI 的未来 →