<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-07-08T08:44:08Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/A0FA8314-D701-404C-B90B-1F9E81EB89ED" ns1:id="A0FA8314-D701-404C-B90B-1F9E81EB89ED"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2CFD3EC4-9B25-49BD-AA6F-61476667740B" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/2CFD3EC4-9B25-49BD-AA6F-61476667740B" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/013D26B7-8337-4C50-B394-9BE58D2B3A4A" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2022-09-29T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/5A04FD5E-1434-46AD-9EED-B328BE467385" ns1:rel="FUND" ns1:start="2020-12-01T00:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">512063</ns2:identifier></ns2:identifiers><ns2:title>University of Durham and Caspian Learning Limited</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>Knowledge Transfer Partnership</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>To describe and communicate natural language narration of explained machine learning decisions in a highly regulated and sensitive domain.</ns2:abstractText></ns2:project>