16 — Publication Plan
Paper 1 — CNS 8.0 system paper
Title: Chiral Narrative Synthesis 8.0: Grounded Dialectical Orthesis for Proof-Carrying Narrative Resolution
Claims:
- SNOs preserve narrative structure better than claim-only verification.
- Chirality + Evidential Entanglement selects productive conflicts.
- Tensor proof closure and predicate invention support grounded synthesis.
- Orthesis round-trip testing detects unstable synthesis.
- Multiverse/access reporting improves uncertainty without replacing synthesis.
Required results:
- synthetic latent-context recovery;
- pair-selection ablation;
- proof-trace examples;
- orthesis residual reduction;
- strict ZTHR = 0 on constrained subset;
- failure taxonomy.
Paper 2 — Chirality metric
Title: Language–Logic Chirality Predicts Synthesis Difficulty in Evidence-Grounded Narrative Objects
Claim: graph/evidence/language–logic chirality predicts synthesis difficulty better than embedding distance or contradiction labels alone.
Paper 3 — Predicate invention
Title: Contradiction-Driven Predicate Invention for Grounded Narrative Synthesis
Claim: residual tensor factorization can recover latent context variables in synthetic and semi-real synthesis tasks.
Paper 4 — Oracle boundary
Title: Training with Oracles, Running without Oracles: Runtime Separation for Undersupervised Synthesis Systems
Claim: oracle use can be valid when labels train/calibrate/evaluate but do not enter runtime decision-making.
Demo
Interactive dashboard:
- SNO population;
- chiral pair map;
- evidence-entanglement graph;
- proof traces;
- residual tensor heatmap;
- latent predicate proposals;
- orthesis loop trajectory;
- possible-world support;
- audit report.
Reproducibility package
- dataset manifests;
- synthetic generator;
- configs;
- prompts;
- schema files;
- proof logs;
- calibration notebook;
- ablation scripts.
Target venues
- ACL / EMNLP workshops for fact verification, argument mining, and long-form generation;
- NeurIPS / ICLR workshops for neuro-symbolic reasoning and agents;
- AAAI / IJCAI for knowledge representation and reasoning;
- intelligence-analysis / decision-support venues for uncertainty reporting.