AGI Strategies

strategy tag

Cooperative AI.

Invest in AI-AI and AI-human cooperation capacities

stated endorsers

6

no opposers yet

profiled endorsers

2

248 on the board total

endorser p(doom)

·

no estimates on record

quotes by endorsers

6

just for this tag

People on the record.

6

Andrew Critch

Berkeley AI safety researcher; ARCHES framework

endorses

Argues 'multi-multi delegation', coordinating many AIs with many stakeholders, is the distinctive existential AI problem.

Multi-multi delegation should be the focus of AI safety research. Many stakeholders, many AIs, coordinating under uncertainty.
§ paperAI Research Considerations for Human Existential Safety (ARCHES)· arXiv· 2020· faithful paraphrase

Igor Mordatch

Google DeepMind; multi-agent and embodied AI

endorses

Argues multi-agent emergent communication is a fundamental research direction; the protocols agents invent to cooperate in simulated environments illuminate what AI–AI coordination at scale will look like.

Agents in simulated multi-agent environments can develop their own communication protocols when given the right incentives. The protocols are crude but the qualitative pattern, communication as an emergent solution to cooperation, generalizes.
§ paperEmergence of Grounded Compositional Language in Multi-Agent Populations· arXiv / AAAI· 2017· faithful paraphrase
Jakob Foerster

Jakob Foerster

Oxford FLAIR lab; multi-agent RL

endorses

Argues that the social dynamics among learning agents, cooperation, communication, opponent shaping, are first-order alignment problems, not afterthoughts to single-agent training.

Treating each agent as if it learns in isolation misses the central question: what equilibria do learning algorithms select when they meet each other?
§ paperModel-Free Opponent Shaping· arXiv· 2023· faithful paraphrase

Kate Sills

AI economic systems and multi-agent markets researcher

endorses

Works on incentive-compatible market mechanisms for agent systems; pragmatic middle ground between doom and accel.

The multi-agent economy is already emerging. We need primitives for incentive-compatible cooperation between AIs.
articleKate Sills on cooperative AI· katesills.xyz· 2024· loose paraphrase

Lewis Hammond

Cooperative AI Foundation co-director

endorses

Argues investment in AI–AI and AI–human cooperation capacities is a structural safety bet; orients the Cooperative AI Foundation toward this research agenda.

If many capable AI systems are going to coexist, the question of whether they cooperate or defect with each other and with humans is at least as important as whether any single one is aligned.
articleCooperative AI Foundation· Cooperative AI Foundation· 2023· faithful paraphrase

Vincent Conitzer

CMU professor; cooperative AI researcher

endorses

Argues cooperation-capacity research is a distinct and underfunded AI safety agenda.

Making AI cooperate, with us, and with itself, is an alignment problem of its own.
articleFoundations of Cooperative AI Lab· CMU FOCAL· 2021· faithful paraphrase