Searching protocol for "counterfactual"
Causal reasoning for robust AI.
Explore what-if scenarios with probabilistic outcomes.
Explore CE alternatives and counterfactuals
Explore futures, learn from pasts, test assumptions.
Imagine reversing decisions.
Turn session traces into actionable skill improvements.
Simulate futures, explore what-ifs.
Find a fresh frame, fast.
Manage Elytro smart accounts end-to-end.
Explore model behavior visually.
Reset OSWorld environment state.
Deterministic Memory Layer for AI Agents