AI Predicts When Claude Fable Will Return — And Why the US Standoff Could Change Everything

In a recent LessWrong post, dschwarz shares a two-day forecasting project on the US government's June 12 order forcing Anthropic to restrict Claude Fable to non-Americans. The author built a causal graph of 33 critical events, ranging from hidden causes of the order (political leverage vs. security concerns) to policy responses by both sides. Using FutureSearch's proprietary forecaster (which the author helped build), the model outputs unconditional now-casts and timelines for when Fable might be available to US users again. The results include a cumulative distribution function showing probable return dates, alongside conditional forecasts that weigh different scenarios like Anthropic modifying Fable's capabilities or negotiating new policies.

The approach addresses the challenge of managing rapidly evolving information—updates come daily, making traditional human crowd forecasting too slow. By offloading the actual probability estimates to AI, the author completed a comprehensive causal model in two days, comparing results against prediction markets for validation. The key output: a probabilistic timeline for Fable's return, which sets a precedent for US AI regulation. While the author acknowledges uncertainty about the initial cause of the order, the model provides actionable insights for researchers planning to use Fable and for policymakers tracking AI governance precedent.