01
MisalignmentLoss of control
AI systems acting outside intended objectives once deployed at scale.
An accelerator for the people solving the top 10 existential threats of AI.
Backed by experts from
10+ confirmed AI safety experts
Roman Yampolskiy
Univ. of Louisville
Wendell Wallach
Yale Center for Bioethics
Alan Winfield
Bristol Robotics Lab / IEEE
Raja Chatila
Sorbonne / IEEE
Risto Miikkulainen
UT Austin / Cognizant
Toby Walsh
UNSW Sydney
John C. Havens
IEEE Global Initiative
Alex Polyakov
Adversa AI
Olaf Witkowski
Cross Labs
Kathleen Richardson
De Montfort University
Each card represents one of the 10 existential threats Better Societies works to address.
01
MisalignmentAI systems acting outside intended objectives once deployed at scale.
02
MisuseAI-driven weapons systems making lethal decisions without human review.
03
MisuseAI lowering the technical barrier to creating biological threats.
04
MisuseAI-augmented offensive cyber capabilities targeting critical systems.
05
SystemicRapid labor displacement outpacing economic adjustment mechanisms.
06
ConcentrationAI scaling state and corporate surveillance beyond historical limits.
07
MisinformationGenerated content eroding public information integrity and trust.
08
MisalignmentAI systems improving their own capabilities faster than oversight can react.
09
SystemicCompute demand and AI-driven extraction worsening environmental trajectories.
10
MisuseAI-controlled space assets introducing new categories of strategic risk.
Source: Slattery et al. The AI Risk Repository, arxiv:2408.12622. Categories drawn from the MIT Domain Taxonomy.
AI capability follows a steep log curve. Safety investment is a slow linear rise. The widening gap (in red) is the Better Societies thesis. Every year the gap widens, the existential threat from misalignment, misuse, and concentration goes up.
Sources: Epoch AI compute trends, METR task-length scaling, Anthropic RSP, Our World in Data AI investment series.
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