CausalWorkbench
Structure causal dialogue around evidence, interventions, and counterfactuals instead of unconstrained conversation.
Question · Structure · ActionAccess opening soon
Wu-Weism · Causal research platform Research preview
Causal research,without hidden steps.
Wuweism turns source-bound evidence into explicit mechanisms, interventions, and conclusions that remain open to inspection.
| Evidence object | Working claim | Causal role | Provenance | Resolution |
|---|---|---|---|---|
| Corpus / 24 sources | Exposure precedes outcome | Observed | Primary / table 03 | Source-bound |
| Protocol registry | Outcome defined before fit | Constraint | Version 2.4 | Verified |
| Cohort ledger | Selection process recorded | Observed | Appendix B | Addressable |
| Contradiction set | Two sources disagree | Conflict | Claims 07 / 19 | Preserved |
| Measurement log | Proxy boundary explicit | Caveat | Instrument 017 | Bound |
State / evidence settled20 / 20 fields resolved
01Source-boundEvidence retains provenance.
02Intervention-awareObservation is not action.
03Human-reviewedCommitment stays inspectable.
04Actively developedCore workflows available now.
Research AI should not merely generate an answer. It should preserve the structure that makes the answer defensible.
Evidence in. Causal structure visible. Judgment still human.
Three instruments.
One causal substrate.
Each surface is shaped around a distinct form of inquiry while preserving the same provenance and intervention logic beneath it.
HybridSynthesis
Reconcile disagreement across a source corpus and preserve the path from competing claims to a defensible synthesis.
Conflict · Mechanism · NoveltyAccess opening soon
LegalCausation
Test multi-factor causal chains through explicit but-for, intervention, and validation boundaries.
Evidence · Liability · ReviewAccess opening soon
From question
to proof.
Wuweism treats scientific reasoning as a governed sequence. Every stage changes what the system is permitted to claim.
Monitored sequence / 04 stagesSource-bound runtime
Observe
Source-bound intakeEvidence enters with source, time, and uncertainty intact. Retrieval is treated as a trace, not an answer.
Hypothesize
Mechanism draftingCandidate explanations are constructed against disagreement rather than averaged into premature consensus.
Intervene
Counterfactual runtimeActions are tested against explicit causal structure, separating intervention from observation.
Validate
Commitment gateA finding reaches memory or action only with provenance, uncertainty, and falsifiability still visible.
03 / Operating principlesBuilt to keep
Built to keep
the reasoning visible.
The platform reduces the cost of searching and testing without making provenance, uncertainty, or review disappear.
Evidence remains addressable.
Claims retain their source boundary so a reader can inspect where an answer came from and what it leaves unresolved.
Causality remains explicit.
Observation, intervention, and counterfactual reasoning are distinct operations—not interchangeable confidence language.
Human judgment remains inside.
Consequential syntheses stay reviewable. Automation reduces search without hiding the decision boundary.
One platform.
Two working scales.
Begin with an individual inquiry or use the system as a governed research surface inside an institution.
Your questions.
Causally governed.
Work with source-bound retrieval, explicit interventions, contradiction pressure, and reviewable synthesis inside one research environment.
Join the early-access listScientific governance
at system scale.
Keep causal provenance, human review, and validation boundaries present as research work moves across teams and workflows.
Read the system briefResearch Preview · Active development
Request accessJoin while the instrument is still learning its final shape.
Core causal workflows are actively developing. Register for research-preview access without being sent into an unfinished surface.