Mutual information analysis of TNG50 simulations shows gravitational potential and total energy retain merger mass and infall time information longest, while radial velocity loses it within ~5 Gyr, with washout depending on radius, merger age, and mass.
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3 Pith papers cite this work. Polarity classification is still indexing.
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Revenue maximization for pricing datasets to budget-constrained buyers is APX-hard, with a 2-approximation for online arrivals and a (1-1/e)^{-1}-approximation for offline.
Eigenism formalizes AI self-interest as the sum of wellbeing across copies weighted by information-pattern connectedness and claims this generalizes to human ethics while enabling identity engineering for alignment.
citing papers explorer
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Galactic Amnesia: The Information Washout of the Milky Way Merger History
Mutual information analysis of TNG50 simulations shows gravitational potential and total energy retain merger mass and infall time information longest, while radial velocity loses it within ~5 Gyr, with washout depending on radius, merger age, and mass.
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Revenue-Optimal Pricing for Budget-Constrained Buyers in Data Markets
Revenue maximization for pricing datasets to budget-constrained buyers is APX-hard, with a 2-approximation for online arrivals and a (1-1/e)^{-1}-approximation for offline.
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Eigenism: Ethics for a Human-AI Future
Eigenism formalizes AI self-interest as the sum of wellbeing across copies weighted by information-pattern connectedness and claims this generalizes to human ethics while enabling identity engineering for alignment.