The current price of one unit of certain future consumption is the sum of the Arrow state prices, namely . A unit-price risk-free asset yielding gross return must satisfy . Hence
Normalize the Arrow state prices by their sum, or multiply them by , to obtain the risk-neutral probabilities:
They are positive and sum to one. Any terminal payoff has current price . In particular any asset with current price one has . These pricing probabilities need not equal the physical probabilities governing the investor's utility.
The complete market makes every state-contingent consumption vector attainable. Its budget is , and expected logarithmic utility under the equally likely states is , with . Increasing utility makes the budget bind. For a Lagrange multiplier , the first-order conditions are
Substitution in the budget gives , so and
Every state receives an expenditure , rather than equal consumption. Strict concavity of logarithmic utility makes this feasible stationary point the unique global maximizer. The physical probabilities enter the utility objective; the supporting prices enter the budget, and they must not be interchanged.

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