Mechanism Design - Learning Resources
Content helpful for learning about mechanism design with an ML and RL/AI agent and information integrity focus
12 cards · 26d
Physics of AI Agent Collective Behaviour
covering phase transitions, critical temperatures, and scaling oh my!
8 cards · 1mo
Information thermodynamics
Resources on stochastic thermodynamics and information engines in particular
1 card · 3mo
Non-equilibrium active noise enhances generative memory in diffusion models
QPequi
Will we have a theory for in-the-wild AI agents? - undisciplinary
A Collectivist, Economic Vision for AI
Agentic AI Needs a Systems Theory
Social physics in the age of artificial intelligence
Group size effects and collective misalignment in LLM multi-agent systems
Role differentiation as ignition of a collective information...
AI as Social Technology
Omar Wasow (@owasow.bsky.social)
AI for Me, Not (Yet) for Thee? Desirable Difficulties and Deliberate Friction with LLMs
Contracting for LLM Delegation: Moral Hazard in Technology and Effort Choice
Stackelberg Mean Field Games: convergence and existence results to the problem of Principal with multiple Agents in competition
Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
A tale of a Principal and many many Agents
Heterogeneous participation and allocation skews: when is choice "worth it"?
Public Persuasion with Endogenous Fact-Checking
Language model harnesses are compositional generalizers
