Autonomous Scientific Intelligence · v1.0 · 21-Stage Discovery Pipeline · 8 RSI Loops
A Mind That Reads,
Thinks, and Discovers
Without Stopping
Metascientist monitors arXiv 24/7 across mathematics, neuroscience, ML theory, quantum physics, and statistical mechanics.
It forms real beliefs, detects serendipitous cross-domain connections, and autonomously runs ODE solvers, formal SymPy proofs,
Gillespie SSA, causal DAG discovery, and meta-analysis — producing frontier-level scientific discoveries.
● arXiv monitoring 24/7
● Real-time belief formation
● 8 RSI self-improvement loops
21-stage discovery pipeline
SymPy formal proofs
Sobol sensitivity analysis
gnomAD live queries
Gillespie SSA stochastic
Causal DAG / PC algorithm
Zenodo autonomous publishing
Brier score calibration
Cross-domain isomorphism