AI Safety

LessWrong's Dutch book arguments challenge halfing positions in Sleeping Beauty

Simple Sunday and Monday bets reveal certain loss for single and double halfers.

Deep Dive

The Sleeping Beauty problem remains a litmus test for anthropic reasoning and decision theory. In a new LessWrong post, jessicata constructs Dutch books against both single-halfing and double-halfing positions under causal decision theory (CDT). For single-halfers, a Sunday bet on the coin flip combined with a Monday bet after learning it's Monday yields a sure loss if the agent's conditional probabilities are as the theory requires. For double-halfers, a more elaborate two-bet structure — involving a conditional bet on Tuesday — also forces a guaranteed loss. In contrast, thirders (who assign P(Heads)=1/3 upon waking) avoid such Dutch books because their betting odds remain consistent across all potential awakenings. The argument generalizes to the related anthropic principles: SSA (self-sampling assumption) maps to single-halfing, SIA (self-indication assumption) to thirding, and FNC (fully non-indexical conditioning) to double-halfing under controlled scenarios. The author assumes a controlled setup where Beauty's information is identical across awakenings, a charitable interpretation for double-halfing. The analysis focuses on CDT, noting that EDT agents may fare differently. This work provides clear decision-theoretic grounding for the 1/3 answer, challenging proponents of halfing positions to reconcile their probabilities with Dutch book vulnerability.

Key Points
  • Single-halfers (SSA) assign P(Heads)=1/2 on waking and P(Heads|Monday)=2/3, but a Sunday bet on Heads plus a Monday bet conditional on Monday leads to a sure loss under CDT.
  • Double-halfers (FNC) assign P(Heads)=1/2 and P(Heads|Monday)=1/2, but a two-bet structure involving a conditional bet on Tuesday forces a guaranteed loss.
  • Thirders (SIA) are resistant to Dutch books because their probabilities are already conditional on the number of awakenings, making their betting ratios consistent.

Why It Matters

This analysis sharpens the debate on anthropic reasoning, critical for AI alignment and decision-making under uncertainty.

📬 Get the top 10 AI stories daily