Michael Levin
3 papers · Latest:
Artificial Intelligence
Positive Alignment: Artificial Intelligence for Human Flourishing
This paper introduces "Positive Alignment," an AI research agenda focused on developing systems that actively support human and ecological flourishing beyond just safety.
2605.10310
Neural & Evolutionary ComputingThe Causally Emergent Alignment Hypothesis: Causal Emergence Aligns with and Predicts Final Reward in Reinforcement Learning Agents
This paper proposes the Causally Emergent Alignment Hypothesis, showing that causal emergence in RL agents predicts final reward and aligns with learning.
2605.06746
Machine LearningA Little Rank Goes a Long Way: Random Scaffolds with LoRA Adapters Are All You Need
LottaLoRA shows low-rank adapters on frozen random backbones achieve near full performance, drastically reducing trainable parameters.
2604.08749
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