Riak: paste a scenario, see the web of consequences

A self-contained causal prediction engine. Zero dependencies, no API keys, deterministic: the same input always gives the same output.

Most likely outcome chain

Top predicted outcomes

Precomputed demo. These outputs were generated by the real engine (commit 18e0a97, offline deterministic mode) and frozen into this page so it loads instantly with no server. To run your own scenario, open the interactive Kaggle notebook and press Run.

Research preview (v0.1). This page shows the mechanism, not a validated forecast. Scored evaluation: backtest notebook (hit@6 15/15 on main at commit 88f3fd5; history 1/5, 5/5, 10/10 in the dataset card). Cases: riak-backtests dataset. Source: github.com/irwanformal-cmd/riak.