AIAcademy realm

Safety, Law, And Society

Risk, governance, policy, persuasion, deception, rights, and accountability.

40 chapters · 150 lessons · 170 structured sources. Source types include statutory legal text, engineering operations book chapter, economics paper, research paper.

6 direct Practice Lab projects use Evaluation sheet, Policy note, Media share pause, Disclosure playbook, Incident response note.

Learner pathways

• I am helping my family
• I need AI for work
• I am a teacher
• I need to understand risks

Practice

• Write a red-team card for one AI use case · Evaluation sheet · 30 minutes
• Build a team AI use-case scorecard · Evaluation sheet · 30 minutes
• Create a classroom AI disclosure policy · Policy note · 25 minutes
• Build a share/no-share provenance pause · Media share pause · 25 minutes
• Draft a team AI disclosure playbook · Disclosure playbook · 30 minutes
• Run an AI incident response drill · Incident response note · 30 minutes

Chapters

• Manipulation literacy
  AI for Everyday Life · AI media literacy · 4 lessons
• Your company's rules
  AI for Work · Workplace policy, ethics, and disclosure · 3 lessons
• Personal disclosure
  AI for Work · Workplace policy, ethics, and disclosure · 3 lessons
• Will my job change?
  AI for Work · Workplace policy, ethics, and disclosure · 4 lessons
• Burnout, dependence, and balance
  AI for Work · Workplace policy, ethics, and disclosure · 3 lessons
• Evaluation basics
  Building with AI · Evaluation & safety · 4 lessons
• Agent and code evals
  Building with AI · Evaluation & safety · 4 lessons
• Safety in your product
  Building with AI · Evaluation & safety · 5 lessons
• Reliability + observability
  Building with AI · Evaluation & safety · 4 lessons
• The basic problem
  AI Safety & Society · What 'alignment' means · 4 lessons
• How alignment is currently done
  AI Safety & Society · What 'alignment' means · 5 lessons
• The Mind of the Model
  AI Safety & Society · What 'alignment' means · 5 lessons
• Honest mistakes
  AI Safety & Society · Hallucination, deception, sycophancy, scheming · 3 lessons
• When models tell us what we want to hear
  AI Safety & Society · Hallucination, deception, sycophancy, scheming · 3 lessons
• When models seem to deceive
  AI Safety & Society · Hallucination, deception, sycophancy, scheming · 5 lessons
• Why these matter for everyday use
  AI Safety & Society · Hallucination, deception, sycophancy, scheming · 3 lessons
• Persuasion as a capability
  AI Safety & Society · AI manipulation & persuasion literacy · 3 lessons
• Spotting manipulation
  AI Safety & Society · AI manipulation & persuasion literacy · 4 lessons
• Defense
  AI Safety & Society · AI manipulation & persuasion literacy · 4 lessons
• Responsible Scaling Policies
  AI Safety & Society · Frontier-lab safety · 4 lessons
• How labs evaluate themselves
  AI Safety & Society · Frontier-lab safety · 5 lessons
• Reading lab claims skeptically
  AI Safety & Society · Frontier-lab safety · 4 lessons
• What we know empirically
  AI Safety & Society · Jobs, economy, society · 4 lessons
• Tasks vs jobs
  AI Safety & Society · Jobs, economy, society · 3 lessons
• Education systems
  AI Safety & Society · Jobs, economy, society · 4 lessons
• Inequality and access
  AI Safety & Society · Jobs, economy, society · 3 lessons
• How AI gets governed
  AI Safety & Society · Governance, openness, the open vs closed debate · 4 lessons
• Open vs closed weights
  AI Safety & Society · Governance, openness, the open vs closed debate · 5 lessons
• Civil society and AI literacy
  AI Safety & Society · Governance, openness, the open vs closed debate · 3 lessons
• Forming your own view
  AI Safety & Society · Governance, openness, the open vs closed debate · 3 lessons
• Reward hacking in production
  AI Safety & Society · When agents fail · 4 lessons
• Memory poisoning and indirect prompt injection
  AI Safety & Society · When agents fail · 3 lessons
• Evaluation awareness
  AI Safety & Society · When agents fail · 4 lessons
• Multi-agent drift
  AI Safety & Society · When agents fail · 3 lessons
• Hallucinated case law
  AI Safety & Society · The 2026 incident files · 3 lessons
• The copyright trifecta
  AI Safety & Society · The 2026 incident files · 4 lessons
• The AISI rebrand cycle
  AI Safety & Society · The 2026 incident files · 3 lessons
• The preemption battle
  AI Safety & Society · The 2026 incident files · 4 lessons
• Safety questions
  Frontiers · Open questions, mid-2026 · 4 lessons
• Society and you
  Frontiers · Open questions, mid-2026 · 3 lessons