Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment
Nikodem Tomczak
Language models acting as agents over knowledge graphs generate Cypher queries that fail structurally (crashing at the database) or semantically (executing but returning wrong resu…
cs.CL2026
RAMPART: Registry-based Agentic Memory with Priority-Aware Runtime Transformation
Nikodem Tomczak
RAMPART is a compile-time memory model and pure in-RAM block registry for LLM-based agents. Context assembly is a programmable runtime operation where content is compiled from a st…