Governance and accountability
Governance evidence
What agencies reported about the OMB M-25-21 minimum practices for high-impact AI. This is a disclosure analysis, not an audit, a compliance finding or an official assessment. An unanswered question is missing evidence, not evidence that a safeguard is absent.
Practice-by-practice evidence
Denominator: 373 records · all use cases in the current filterNo answer reported
| Practice | In scope | In place | In progress | Not in place | N/A | Precluded or waived | Other | No answer | Answered | In place of applicable |
|---|---|---|---|---|---|---|---|---|---|---|
| Pre-deployment testing | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| AI impact assessment | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| Independent review | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| Ongoing monitoring | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| Operator training | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| Fail-safe | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| Appeal process | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
| User and public consultation | 373 | 0 | 0 | 0 | 0 | 0 | 0 | 373 | 0% | 0% of 373 |
Answered = records with any answer ÷ records in scope. In place of applicable = reported in place ÷ (in scope minus not applicable, precluded and waived). Unanswered records stay in that denominator, so the rate is a lower bound on reported evidence, not an estimate of real practice.
| Testing | Impact assess. | Indep. review | Monitoring | Training | Fail-safe | Appeal | Consultation | n | |
|---|---|---|---|---|---|---|---|---|---|
| NASA | – | – | – | – | – | – | – | – | 373 |
Hatched cells: the agency answered nothing for that practice, so there is no evidence either way. Compare agencies with care: each agency is one reporting unit, and portfolios differ in size and type.
Records requiring further investigation
373 records with at least one practice unanswered or in progressOpen in explorer| Use case | Stage | Test | AIA | Review | Monitor | Train | Fail-safe | Appeal | Consult |
|---|---|---|---|---|---|---|---|---|---|
| Anomaly Detection and Precursor Identification in UAV flight data NASA · NASA-1 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Autoresolver/Tailored Arrival Manager NASA · NASA-5 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Distributed Spacecraft Autonomy NASA · NASA-9 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| ExoMiner discovery of ExoPlanets via data from the Kepler and TESS space telescopes NASA · NASA-10 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Explainable and robust deep semi-supervised model for multi-class anomaly detection in flight data NASA · NASA-11 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Airport Configuration Prediction NASA · NASA-18 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Arrival Runway Prediction NASA · NASA-19 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Departure Runway Prediction NASA · NASA-20 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Estimated ON Time Prediction NASA · NASA-21 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Taxi-in Prediction NASA · NASA-22 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning Airport Surface Model: Taxi-out Prediction NASA · NASA-23 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Unsupervised anomaly detection in flight data with deep variational autoencoders NASA · NASA-33 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Aero-Engines AI - a machine-learning app for aircraft engine system-performance prediction NASA · NASA-35 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Graph Neural Networks for Airfoil Performance Prediction NASA · NASA-40 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Inverse Design of Materials NASA · NASA-41 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| MADI - Strategic Foresight and Knowledge Management infrastructure for ARMD/TACP/CAS NASA · NASA-42 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Applying machine learning techniques to enhance the sensitivity and selectivity of multifunctional sensor platform NASA · NASA-64 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Artificial Intelligent Co-Processor Slice with Google Coral TPU For Automated Onboard Data-Product Generation NASA · NASA-66 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| cFS High Performance Computing Framework (cFS HPCF) NASA · NASA-80 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Creating U-Net + LSTM Hybrid Architecture for Image Series Analysis NASA · NASA-89 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Deep Learning for Communication-Limited Spacecraft NASA · NASA-93 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Development of new tools for detecting and assessing resilient agriculural systems farm performance NASA · NASA-97 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Earth Information System Fire Pilot NASA · NASA-100 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Enabling Autonomous Differential Drag Control and Attitude Maneuvering Using Onboard Artificial Intelligence (AI) for SmallSat Distributed Space Missions (DSMs) NASA · NASA-105 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Forest responses to climate change NASA · NASA-113 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| From Single Spacecraft to Synchronized Swarms: Fault Diagnosis for Distributed Spacecraft Mission Resilience NASA · NASA-123 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| HEASARC X-ray Spectra and Light Curve data sets NASA · NASA-127 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| High Rate Digital Spectrometer Enhancement with Neural Network AI NASA · NASA-128 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| High Resolution Earth and Planetary Atmospheric Predictions using Machine Learning NASA · NASA-129 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| HyperMapping with Hyperspectral Precise Pointing Optical Sensor (HYPPOS) for Decadal Survey Mission Pathfinder Activities NASA · NASA-133 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Knowledge Capture: helionauts.org NASA · NASA-143 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| M4OPT: Multi-Mission Multi-Messenger Observation Planning Toolkit NASA · NASA-148 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Intelligence for Small Satellites NASA · NASA-149 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning of Ocean Worlds Laboratory Analog Seawater Volatiles NASA · NASA-154 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| MERRAMax Automated feature selection NASA · NASA-161 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Multi-temporal analytic center framework NASA · NASA-166 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Optimization of Machine Learning Algorithms for Lidar to Detect Aerosols, Clouds, and the PBL (Planetary Boundary Layer) NASA · NASA-169 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Parameter estimation, emulator building, model tuning and sensitivity analysis of the ocean carbon cycle using ML NASA · NASA-171 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| PIC-ASIC Spectrometer Demonstration for Ultrawideband and Hyperspectral Microwave Sounding NASA · NASA-172 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Portable flow inferencing device using Fourier Ptychography and Deep Learning for detection of biosignatures NASA · NASA-175 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| RAMjET: RApid Machine lEarned Triage - AI to classify astrophysical phenomena in photometric lightcurves NASA · NASA-182 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Reconstruction of cloud vertical structure NASA · NASA-183 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Research in Aritificial Intelligence for Spacecraft Resilience (RAISR) NASA · NASA-185 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Science Translation with AI NASA · NASA-187 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Semi-Automatic Landslide Detection (SALaD) NASA · NASA-189 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| SpectraClass: Semi-supervised learning in a Jupyter Notebook NASA · NASA-192 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| SWaP-efficient, fast-wavelength-steering and time-division-multiplexing lidar technology capable of multi-beam ranging and concurrent hyper-spectral imaging NASA · NASA-198 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Toward Resilient Spacecraft: Artificially Intelligent Reasoning for Diagnosing Safe Modes NASA · NASA-201 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Towards Scientific Autonomy: Applying Machine Learning to MOMA Science Data NASA · NASA-202 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Training Data for Streamflow Estimation NASA · NASA-204 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Unification of laboratory and observational data via learning algorithms for robust models of ice microphysics NASA · NASA-208 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Using Machine Learning to Detect and Build Calibrated CME Datasets NASA · NASA-210 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Vlasov Informed Super Resolution (VISR) NASA · NASA-213 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Agile Science NASA · NASA-215 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Dynamic Targeting NASA · NASA-223 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Groundwater data interpolation in California’s Central Valley using multimodal data fusion and multivariate sequence-to-sequence transformation models NASA · NASA-227 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Hybrid On-Board and Ground-Based Processing of Massive Sensor Data (HyspIRI IPM) NASA · NASA-228 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Neural network accelerated radiative transfer modeling NASA · NASA-235 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Providing visualization tools and streamlining the detection and tracking of wildfire-induced smoke plumes during the Fire Influence on Regional to Global Environments and Air Quality (FIREX-AQ) mission NASA · NASA-240 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| SCOTI (Scientific Captioning of Terrain Images) NASA · NASA-241 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Trusted and exPlainable Artificial Intelligence for Saving Lives (TruePAL) Technology for First Responder Safety NASA · NASA-247 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Classification of features in Crew Earth Observations imagery NASA · NASA-256 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cloud masks from Crew Earth Observations imagery NASA · NASA-258 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Comment Analytics Dashboard NASA · NASA-259 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Crew Earth Observations automated georeferencing/geolocation NASA · NASA-260 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Machine Learning for RFID (Radio Frequency Identification) tag localization to support logistics NASA · NASA-277 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Noise suppression in Human Spaceflight audio systems NASA · NASA-279 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Adaptive Neural Network Molecular Dynamics NASA · NASA-293 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Aerosol and Cloud Identification in SAGE III/ISS Aerosol Extinction Profiles NASA · NASA-294 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| AMP: An Automated Metadata Pipeline NASA · NASA-296 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Application of High-Dimensional Fuzzy K-mean Cluster Analysis to CALIOP (Cloud-Aerosol Lidar with Orthogonal Polarization) / CALIPSO (Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observatory) Version 4.1 Feature Classifications NASA · NASA-297 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| CERES FluxByCldTyp Data Product Narrowband-to-Broadband Algorithm Improvement Through Deep Neural Network (DNN) NASA · NASA-300 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Cloud Detection Neural Network NASA · NASA-302 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Combining Satellite and Ground-based Observations to Improve Cloud Ceiling Observations over CONUS for Aviation Weather NASA · NASA-303 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Detection of multi-layered clouds from multispectral MODIS/VIIRS data using an artificial neural network trained with CALIPSO-CloudSat data. NASA · NASA-306 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Developing Quantum Reservoir Computing Hardware and Software for Deep Learning NASA · NASA-307 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Estimation of Multilayered Cloud Properties from Geostationary Satellite Imager Data NASA · NASA-313 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Estimation of Multilayered Cloud Properties from Low-Earth-Orbit Satellite Imager Data NASA · NASA-314 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds NASA · NASA-317 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
| Identifying Aerosol Subtypes from CALIPSO Lidar Profiles Using Deep Machine Learning NASA · NASA-319 | Pre-deployment | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported | No answer reported |
Showing 80 of 373, deployed first.
Unanswered analytical questions
Generated from the data; for follow-up with agenciesThese are questions the inventory raises but cannot answer. They are not findings of non-compliance.