knowledge_base / classified: UNCLASSIFIED

AI RESEARCH

Wiki-style briefing on UK MOD applications of artificial intelligence and machine learning across defence test & evaluation. Compiled from open-source UK public-domain sources.

~/research/glossary.md

Glossary of Abbreviations and Terminology

UK Defence Policy, Governance and Regulation

TermExpansion / Definition
AAIPAssuring Autonomy International Programme (University of York, 2018–2023)
ASEMSAcquisition Safety and Environmental Management System (UK MOD)
ATECAir Test and Evaluation Centre (MOD Boscombe Down, QinetiQ–JTEG)
BVLOSBeyond Visual Line of Sight
CAACivil Aviation Authority (UK)
CCWConvention on Certain Conventional Weapons (UN)
CDEContested, Degraded, Environments
CfAACentre for Assuring Autonomy (University of York, 2024–)
COTECCranfield Ordnance Test and Evaluation Centre
DAADetect and Avoid
DAICDefence AI Centre
DASADefence and Security Accelerator
DAUDefence AI and Autonomy Unit
DCDCDevelopment, Concepts and Doctrine Centre
DE&SDefence Equipment and Support
DEFSTANUK Defence Standard
DOSGDefence Ordnance Safety Group (part of Dstl Weapons Division)
DOSRDefence OME Safety Regulator (part of Defence Safety Authority)
DstlDefence Science and Technology Laboratory
DSADefence Safety Authority
DT&EDevelopmental Test and Evaluation
FEFinite Element (analysis / simulation)
FOCFull Operating Capability
GSNGoal Structuring Notation
HAZOPHazard and Operability Study
IMInsensitive Munitions
IOCInitial Operating Capability
ISMSInfrared Stress Monitoring System (Leonardo)
JCASTJoint Command and Staff Trainer
JSPJoint Service Publication
JUAS TESJoint Uncrewed Air System Test and Evaluation Squadron (744 NAS)
LAWSLethal Autonomous Weapons Systems
LTPALong-Term Partnering Agreement (MOD – QinetiQ)
MAAMilitary Aviation Authority
MAMC LFMilitary Airspace Management Cell (Land Forces)
MASSMaritime Autonomous Surface Ships (UK Code of Practice)
MHCMeaningful Human Control
MSIACMunitions Safety Information Analysis Center (NATO)
MTDSManufacture-to-Target-or-Disposal Sequence
MUM-TManned-Unmanned Teaming
OMEOrdnance, Munitions and Explosives
ODDOperational Design Domain
PEProgrammable Element
RARegulatory Article (UK MAA)
RAISOResponsible AI Senior Officer (per JSP 936)
RASRobotic and Autonomous Systems
RPASRemotely Piloted Air System
RPVRobotic Platoon Vehicle
S3Safety and Suitability for Service
SAASense and Avoid
SAFSemi-Automated Forces
SDR 25Strategic Defence Review 2025
SORASpecific Operations Risk Assessment (EASA/CAA)
STANAGStandardisation Agreement (NATO)
STOScience and Technology Organisation (NATO)
T3ETest and Trials Environment Enterprise
T&ETest and Evaluation
TLBTop-Level Budget (MOD)
TRLTechnology Readiness Level
UAVUncrewed Air Vehicle
UGVUncrewed Ground Vehicle
USVUncrewed Surface Vessel
UUVUncrewed Underwater Vehicle / Unmanned Underwater Vehicle
WSSCWeapon System Safety Committee
XLUUVExtra-Large Uncrewed Underwater Vehicle

NATO Standards Referenced

StandardTitle / Scope
AOP-15NATO Guidance on Assessment of Safety & Suitability for Service of Non-Nuclear Munitions
AOP-39Policy for Introduction and Assessment of Insensitive Munitions (procedures for STANAG 4439)
STANAG 2636Data Processing and Output Format for Arena Fragmentation Tests
STANAG 4170Principles for Qualification of Explosive Materials for Military Use (historical)
STANAG 4224Shaped Charge Jet Impact Test (SCJI)
STANAG 4240Fast Heating Test (external fire exposure)
STANAG 4241Bullet Impact Test
STANAG 4297 / AOP-15Guidance on the Assessment of the S3 of Non-Nuclear Munitions for NATO Armed Forces
STANAG 4379Drop Test
STANAG 4382Sympathetic Detonation
STANAG 4439Policy for Introduction and Assessment of Insensitive Munitions
STANAG 4496Fragment Impact Munitions Test Procedure
STANAG 4586Standard Interface of UAV Control Systems for NATO UAV Interoperability
STANAG 4589Blast Protection of Structures (fragmentation hazards)

Aviation / Civil Aviation Standards

StandardTitle / Scope
DEFSTAN 00-055Requirements for Safety of Programmable Elements (PE) — technology-agnostic
DEFSTAN 00-056Safety Management Requirements for Defence Systems
DEFSTAN 00-970 Part 9Design and Airworthiness Requirements for RPAS
DEFSTAN 07-85Design Requirements for Weapons and Associated Systems
RA 1600UK MAA Regulatory Article for Remotely Piloted Air Systems
RTCA DO-365Minimum Operational Performance Standards (MOPS) for DAA
ASTM F3442Performance Requirements for Detect-and-Avoid Systems

Assurance & ML Engineering

TermExpansion / Definition
AMLASAssurance of Machine Learning for Autonomous Systems (York/AAIP 6-stage methodology)
CAVConcept Activation Vector
CGFComputer-Generated Forces
DVCData Version Control ("git for data")
GSNGoal Structuring Notation
LIMELocal Interpretable Model-Agnostic Explanations
LLMLarge Language Model
MLOpsMachine Learning Operations
ODDOperational Design Domain
PINNPhysics-Informed Neural Network
RAGRetrieval-Augmented Generation
RAISOResponsible AI Senior Officer
SACESafety Assurance of Autonomous Systems in Complex Environments (York 8-stage methodology)
SHAPSHapley Additive exPlanations
Sim-to-RealTransfer of models/policies from simulation to physical hardware
SLAMSimultaneous Localisation and Mapping
SimplexArchitecture pattern: advanced controller + baseline safety controller with switching
vSLAM / VI-SLAMVisual / Visual-Inertial SLAM

Measurement & Instrumentation

TermExpansion / Definition
AATAccelerated Aging Test
AFTArena Fragmentation Test
CNNConvolutional Neural Network
DSCDifferential Scanning Calorimetry
EMCElectromagnetic Compatibility
EO/IRElectro-Optical / Infrared
FMDFragment Mass Distribution
FSPFragment-Simulating Projectile
HIRFHigh-Intensity Radiated Field
ITOPInternational Test Operations Procedure
PDVPhotonic Doppler Velocimetry
SARSynthetic Aperture Radar
TGAThermogravimetric Analysis

Programmes Mentioned

ProgrammeDescription
Protector RG Mk1RAF MQ-9B (General Atomics); MAA military type certified May 2025
Tempest / GCAPGlobal Combat Air Programme (UK, Italy, Japan); Tempest IOC 2035
Project MosquitoLANCA loyal-wingman demonstrator (cancelled June 2022)
Project AlvinaMoD RCO swarming drones programme
Project CABOTRN autonomous anti-submarine warfare (Atlantic Net / Bastion Atlantic)
Project WiltonRN autonomous mine counter-measures using ARCIMS USVs
Project THESEUSUK Army Warfighting Experiment for autonomous resupply ground vehicles
Project AlvinaSwarming drones test programme
Cetus XLUUVRoyal Navy extra-large UUV built by MSubs (NavyX)
Manta XLUUVFollow-on RN XLUUV class
RPVRobotic Platoon Vehicle Programme (British Army UGVs)
AUKUS Pillar 2Advanced Capabilities workstream including AI, autonomy, cyber
DIANANATO Defence Innovation Accelerator for the North Atlantic