What is the relative rate of increase of welfare versus cost as we go up the mind-scale?

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• The claim that human-sized minds are optimal for generating welfare per resource unit may seem a little suspicious absent further justification, since the scaling relationship is unlikely to have a peak at human mind sizeclaim0.745
  Supports the mind-scale dimension of super-beneficiary status
• The relative amount of energy or effort used in an intervention compared to the change in a system's behavior formalizes the distinction between purely mechanical control and high-level agency.claim0.744
  Proposed formalization of the spectrum from mechanical to cognitive control via energy-efficiency of intervention
• Stress motivates care; care produces the alleviating structure. Visual and physical sense gates are different access points to the same care manifold.claim0.728
• Information flow and increase must be understood relative to subsystems and their interaction with environment.claim0.725
• The feeling that there is more life in one case than another is correlated with a structural difference in the things themselves, which can be made precise and measured.claim0.724
  Forward‑looking claim that the life quality has an objective basis, to be demonstrated later.
• A larger mind that is more conscious in the relevant sense could contain a greater amount of maximally-intense hedonic experience than a smaller mindhypothesis0.724
  Addresses the possibility of an in-principle maximum of hedonic intensity for mind scale
• AI welfare is an important and difficult issue; we will not handle it well simply by reacting to situations as they arise.claim0.721
  Motivation for proactive steps.
• When intelligence enhancing processes occur, they involve an increase in the corresponding factor of care.hypothesis0.721
  Converse predictive relation—intelligence improvements increase care.