Platform · Building · new here

Cross-cultural / cross-industry skill-equivalence (CN121503503A design-around)

Scores how EQUIVALENT a source skill descriptor is to one or more target-market skills — each free text or a precomputed dense EMBEDDING — by COSINE in a shared vector space, returning a continuous Bayesian CONFIDENCE INTERVAL (not a discrete strict/approx tier) plus a POST-HOC region/industry adjuster applied at match time; also ranks a target-market skill set against a source skill. Embedding-provider AGNOSTIC (precomputed embeddings or a deterministic in-repo feature-hashing mock, no API key). Deterministic, stateless, pure compute. IP-clean design-around of IN-FORCE CN121503503A: that patent reads equivalence off a labeled-tier culture KNOWLEDGE GRAPH with pre-built culture labels; this uses a DIFFERENT mechanism on three axes — a DENSE embedding representation (no labeled graph), a continuous Bayesian confidence interval (no discrete tiers), and runtime POST-HOC region adjusters (no pre-baked culture labels). Cross-cultural use case: US "stakeholder management" <-> JP "nemawashi". Complements (does not fork) job-similarity (job<->job) and Principia equivalences (instrument<->instrument).

Cluster

Platform

Type

algo

Status

Building

Used by

Not yet integrated into a consumer product