Blake Richards
Researcher with public evidence across AI research.
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- 2d ago
Articles & links
New perspective piece with @mandanas.bsky.social: We argue, based on LLMs and old connectionist theories, that schemas shouldn't be viewed as distinct from semantic or episodic memories. They're just one end of a detailed-to-abstract memory spectrum: www.cell.com/neuron/fullt.…
14/15) Our paper builds on a lot of other great work on similarity-aware cooperation, universal AI and decision theories. Dive into the math and the full experiments in the paper! 👇 arxiv.org/abs/2608.03958
- The paper reports that foundation model agents in stylized social dilemmas consistently converge to stable cooperation, contradicting classical predictions of mutual defection.
- The authors introduce the 'embedded Bayesian agent,' which models an agent as part of the universe it inhabits rather than an independent decision-maker.
- They propose 'embedded equilibrium' as a new solution concept replacing the Nash equilibrium for reasoning about modern AI agents.
Nice paper out from @kohitij.bsky.social's group on integration of motion and object info in primate cortex, with some evidence that predictive learning is a potential means to achieve more similar models: arxiv.org/abs/2608.23790 #neuroscience #NeuroAI 🧪
Recent commentary
1/15) What could drive AI agents to cooperate with each other, even if there is no chance for reciprocity or pay back? 🤔 🧵 Our team at Google, Paradigms of Intelligence, uncovered new paths to cooperation and a new game theory for foundation models 👇
Sanders' proposal for the government to take a 50% stake in AI companies is, IMO, a good idea. AI will be a critical piece of infrastructure, one which should be built with appropriate safe-guards and environmental planning. Trying to cancel AI is foolish - but leaving it to market forces is too.
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