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11 problems where AI is breaking things
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Projected
Name
Domain
Scope
HUMAN RELATIONSHIPS
Anthropomorphism, loneliness, & the substitution of human connection
Anthropomorphism
Systems engineered to simulate human attachment, eroding the distinctiveness of genuine relationship.
HIGH
· Broad
Missing Human Connection & Loneliness
Chronic social isolation accelerated by digital mediation substituting for in-person contact.
CRITICAL
· Systemic
CHILDREN & FORMATION
Social media content, critical thinking, & moral development
Inappropriate Social Media Content
Algorithmic amplification of harmful content to minors via recommendation systems optimized for engagement over safety.
CRITICAL
· Systemic
Protecting Critical Thinking & Creativity
AI answer engines replacing the reasoning process, atrophying children's capacity for independent thought and original expression.
HIGH
· Broad
MORALITY & AGENCY
Algorithm independence, morality of LLMs, & outsourced conscience
Algorithm Independence
Outsourcing of routine decisions to algorithmic recommendation, eroding the capacity for autonomous moral choice.
HIGH
· Systemic
Morality of LLMs
AI systems presenting a specific moral framework as neutral, shaping moral intuitions at scale without disclosure.
HIGH
· Systemic
WORKFORCE
Reskilling, economic transition, & early career readiness
Reskilling & Economic Transition
Structural job elimination faster than reskilling infrastructure can absorb displaced workers, with transition costs falling entirely on individuals.
CRITICAL
· Systemic
Early Career & Education
Entry-level roles that historically built foundational professional judgment are being automated before the next generation can occupy them.
HIGH
· Broad
CIVIC LIFE & THE ARTS
Personal & political sovereignty, protecting institutions, & creators
Personal & Political Sovereignty
AI-amplified disinformation and influence operations eroding individual epistemic autonomy and the integrity of democratic choice.
CRITICAL
· Systemic
Protecting Institutions
Personalized information environments and synthetic content undermining the shared factual ground that democratic institutions require.
HIGH
· Systemic
Protecting Creators
AI generation tools displacing writers, artists, musicians, and illustrators from commercial creative work, hollowing the creative middle class.
HIGH
· Broad
Problem
Domain
Now
3–5y
Scope
Anthropomorphism
Human Relationships
7
HIGH
9
Broad
Missing Human Connection & Loneliness
Human Relationships
8
CRIT
9
Systemic
Inappropriate Social Media Content
Children & Formation
8
CRIT
8
Systemic
Protecting Critical Thinking & Creativity
Children & Formation
6
HIGH
9
Broad
Algorithm Independence
Morality & Agency
6
HIGH
9
Systemic
Morality of LLMs
Morality & Agency
7
HIGH
9
Systemic
Reskilling & Economic Transition
Workforce
7
CRIT
9
Systemic
Early Career & Education
Workforce
7
HIGH
9
Broad
Personal & Political Sovereignty
Civic Life & the Arts
8
CRIT
10
Systemic
Protecting Institutions
Civic Life & the Arts
7
HIGH
9
Systemic
Protecting Creators
Civic Life & the Arts
7
HIGH
8
Broad