Select a manuscript
Choose a generated manuscript from the notebook list to open a submission-style reading page.
DEEPGRAPH · AI RESEARCH HARNESS
An AI research harness that compounds experience
DeepGraph links experiments, knowledge, and evidence into one verifiable loop that keeps improving itself.
01—papers
02—raised
03—runs
04—conclusions
Read literature
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Raise questions
Run experiments
Reach conclusions
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LATEST CONCLUSION
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01 Where it came from
02 Hypothesis
03 Experiment
04 Conclusion
—Found in the graph, not written by hand
—Written in falsifiable form, pre-registered before it ran
—Config and random seeds on record, re-runnable
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Research map and full counts
Ordered by paper count. Verdict coverage is the share with and without a conclusion; open questions are sub-problems with papers but no conclusion yet.
Coordinates are pre-computed and inlined, so opening this costs no request and no layout work.
Direction
Papers
Verdict coverage
Open
FULL COUNTS
—Papers indexed
—Knowledge nodes
—Knowledge relations
—Cross-paper contradictions
—Experiment runs
ACTIVITY
Research Runtime
A live view from literature and hypotheses to experiments and evidence-backed decisions.
Research Area Explorer
Loading this research area and its evidence map…
Method x Dataset Matrix
Select a leaf node to view the evidence matrix.
Adjudicated findings
Every verdict the evidence ladder has recorded, with the audit record it rests on.
Manuscript Library
Notebook-style reading desk for DeepGraph-generated manuscripts.
Generated Paper Ideas
No deep discoveries yet. Discovery runs in fixed automatic mode.
EXPERIMENT OUTCOMES
How experiment runs ended
Process Timeline
no agenda scope
Chronological record for one agenda: signals, candidate decisions, resource authorizations, jobs, evidence transitions, and verdicts. Failures remain visible beside successes.
No process events recorded yet.
Selection Rationale
why work was chosenNo selection records yet.
Automation Services
Read-only automatic modeEnabled or ready means the service is available; working means a job is executing now.
Idea Experiments
No experiment ideas are active yet. The automatic queue will start them when ready.