Cyber, AI and frontier technology
Methods for cyber, ai, frontier-tech on the Python and rust and Julia compute planes.
56 capabilities
6 of 56 have a bound kernel or engine. States are shown as the registry records them; a request fails closed wherever an adapter, specialist model or governed data is still missing.
| Method | Capability ID | State | Runs on |
|---|---|---|---|
| Cyber Attack Surface | risk.capability.cyber-ai-frontier-tech.cyber.attack.surface.v1 |
Adapter required | – |
| Exploitability | risk.capability.cyber-ai-frontier-tech.exploitability.v1 |
Adapter required | – |
| Threat Likelihood | risk.capability.cyber-ai-frontier-tech.threat.likelihood.v1 |
Adapter required | – |
| Cyber Asset Criticality | risk.capability.cyber-ai-frontier-tech.cyber.asset.criticality.v1 |
Adapter required | – |
| Intrusion Propagation | risk.capability.cyber-ai-frontier-tech.intrusion.propagation.v1 |
Adapter required | – |
| Ransomware Risk | risk.capability.cyber-ai-frontier-tech.ransomware.risk.v1 |
Adapter required | – |
| Identity Compromise | risk.capability.cyber-ai-frontier-tech.identity.compromise.v1 |
Adapter required | – |
| Cloud Configuration Risk | risk.capability.cyber-ai-frontier-tech.cloud.configuration.risk.v1 |
Adapter required | – |
| Cyber Supply Chain | risk.capability.cyber-ai-frontier-tech.cyber.supply.chain.v1 |
Adapter required | – |
| Zero Day Risk | risk.capability.cyber-ai-frontier-tech.zero.day.risk.v1 |
Adapter required | – |
| Operational Technology Cyber | risk.capability.cyber-ai-frontier-tech.operational.technology.cyber.v1 |
Adapter required | – |
| Cyber Physical Risk | risk.capability.cyber-ai-frontier-tech.cyber.physical.risk.v1 |
Adapter required | – |
| Attack Graph | risk.capability.cyber-ai-frontier-tech.attack.graph.v1 |
Adapter required | Python · cyber.attack_graph |
| Blast Radius | risk.capability.cyber-ai-frontier-tech.blast.radius.v1 |
Adapter required | – |
| Cyber Recovery | risk.capability.cyber-ai-frontier-tech.cyber.recovery.v1 |
Adapter required | – |
| Cyber Loss Quantification | risk.capability.cyber-ai-frontier-tech.cyber.loss.quantification.v1 |
Adapter required | Python · cyber.fair_monte_carlo |
| Data Loss Risk | risk.capability.cyber-ai-frontier-tech.data.loss.risk.v1 |
Adapter required | – |
| Systemic Cyber Risk | risk.capability.cyber-ai-frontier-tech.systemic.cyber.risk.v1 |
Adapter required | Python · cyber.accumulation_scenario |
| Cloud Concentration Risk | risk.capability.cyber-ai-frontier-tech.cloud.concentration.risk.v1 |
Adapter required | Python · cyber.accumulation_scenario |
| AI Model Reliability | risk.capability.cyber-ai-frontier-tech.ai.model.reliability.v1 |
Adapter required | Python · ai.reliability_calibration |
| AI Calibration | risk.capability.cyber-ai-frontier-tech.ai.calibration.v1 |
Adapter required | Python · ai.reliability_calibration |
| AI Hallucination Risk | risk.capability.cyber-ai-frontier-tech.ai.hallucination.risk.v1 |
Adapter required | – |
| AI Robustness | risk.capability.cyber-ai-frontier-tech.ai.robustness.v1 |
Adapter required | – |
| AI Adversarial Risk | risk.capability.cyber-ai-frontier-tech.ai.adversarial.risk.v1 |
Adapter required | – |
| AI Distribution Shift | risk.capability.cyber-ai-frontier-tech.ai.distribution.shift.v1 |
Adapter required | – |
| AI Fairness | risk.capability.cyber-ai-frontier-tech.ai.fairness.v1 |
Adapter required | – |
| AI Privacy Leakage | risk.capability.cyber-ai-frontier-tech.ai.privacy.leakage.v1 |
Adapter required | – |
| Model Inversion | risk.capability.cyber-ai-frontier-tech.model.inversion.v1 |
Adapter required | – |
| Prompt Injection | risk.capability.cyber-ai-frontier-tech.prompt.injection.v1 |
Adapter required | – |
| AI Tool Use Risk | risk.capability.cyber-ai-frontier-tech.ai.tool.use.risk.v1 |
Adapter required | – |
| Agent Action Risk | risk.capability.cyber-ai-frontier-tech.agent.action.risk.v1 |
Adapter required | – |
| Agent Cascade Risk | risk.capability.cyber-ai-frontier-tech.agent.cascade.risk.v1 |
Adapter required | – |
| AI Autonomy Risk | risk.capability.cyber-ai-frontier-tech.ai.autonomy.risk.v1 |
Adapter required | – |
| Model Dependency | risk.capability.cyber-ai-frontier-tech.model.dependency.v1 |
Adapter required | – |
| AI Supply Chain | risk.capability.cyber-ai-frontier-tech.ai.supply.chain.v1 |
Adapter required | – |
| Foundation Model Concentration | risk.capability.cyber-ai-frontier-tech.foundation.model.concentration.v1 |
Adapter required | – |
| Compute Dependency | risk.capability.cyber-ai-frontier-tech.compute.dependency.v1 |
Adapter required | – |
| Catastrophic Misuse Scenario | risk.capability.cyber-ai-frontier-tech.catastrophic.misuse.scenario.v1 |
Adapter required | – |
| AI Assurance | risk.capability.cyber-ai-frontier-tech.ai.assurance.v1 |
Adapter required | – |
| Quantum Risk | risk.capability.cyber-ai-frontier-tech.quantum.risk.v1 |
Adapter required | – |
| Synthetic Biology Risk | risk.capability.cyber-ai-frontier-tech.synthetic.biology.risk.v1 |
Adapter required | – |
| Gene Editing Risk | risk.capability.cyber-ai-frontier-tech.gene.editing.risk.v1 |
Adapter required | – |
| Advanced Materials Risk | risk.capability.cyber-ai-frontier-tech.advanced.materials.risk.v1 |
Adapter required | – |
| Robotics Risk | risk.capability.cyber-ai-frontier-tech.robotics.risk.v1 |
Adapter required | – |
| Autonomous Systems Risk | risk.capability.cyber-ai-frontier-tech.autonomous.systems.risk.v1 |
Adapter required | – |
| Drone Risk | risk.capability.cyber-ai-frontier-tech.drone.risk.v1 |
Adapter required | – |
| Space Systems Risk | risk.capability.cyber-ai-frontier-tech.space.systems.risk.v1 |
Adapter required | – |
| Satellite Constellation Risk | risk.capability.cyber-ai-frontier-tech.satellite.constellation.risk.v1 |
Adapter required | – |
| Nuclear Risk | risk.capability.cyber-ai-frontier-tech.nuclear.risk.v1 |
Adapter required | – |
| Fusion Technology Risk | risk.capability.cyber-ai-frontier-tech.fusion.technology.risk.v1 |
Adapter required | – |
| Nanotechnology Risk | risk.capability.cyber-ai-frontier-tech.nanotechnology.risk.v1 |
Adapter required | – |
| Neurotechnology Risk | risk.capability.cyber-ai-frontier-tech.neurotechnology.risk.v1 |
Adapter required | – |
| DLT Risk | risk.capability.cyber-ai-frontier-tech.dlt.risk.v1 |
Adapter required | – |
| DePIN Risk | risk.capability.cyber-ai-frontier-tech.depin.risk.v1 |
Adapter required | – |
| AI RAN Telecom Risk | risk.capability.cyber-ai-frontier-tech.ai.ran.telecom.risk.v1 |
Adapter required | – |
| Semiconductor Supply Risk | risk.capability.cyber-ai-frontier-tech.semiconductor.supply.risk.v1 |
Adapter required | – |
Methods, data and supports
- Method families
- network science, Bayesian inference, change detection, scenario ensemble, VVUQ
- Domains
- cyber, ai, frontier-tech
- Compute planes
- Python, rust, Julia
- Source classes
- security-telemetry, vulnerability, model-evaluation, supply-chain, runtime-evidence
- Spatial supports
- asset, network, system
- Temporal supports
- event, continuous, scenario
Propose a method
New methods are registered with a stable ID and a hand-derived golden test.
অবস্থা
The methodology, structure and definitions of The Global Risks Index are a preparatory working draft (2026), circulated for review and comment and not for implementation. No value appears until an edition is released from a governed evidence cut; values then carry intervals, classes, sources and their correction pathway. Simulators run the published methods on numbers you choose and never show a NXS-GRX value.
NXS-GRX যা নয়
NXS-GRX গবেষণা ও ঝুঁকি-বিশ্লেষণ তথ্য। এটি ঋণ বা ESG রেটিং নয় এবং কোনো রেটিং স্কেল ব্যবহার করে না; এটি আর্থিক উপকরণের বেঞ্চমার্ক নয়, সরকারি পরিসংখ্যান নয়, জরুরি সতর্কবার্তা বা সরকারি শ্রেণিবিভাগ নয় এবং পরামর্শ নয়। প্রাকৃতিক ব্যক্তিদের মূল্যায়নে এটি ব্যবহার করা যাবে না। ঝুঁকির শ্রেণি হলো একটি প্রকাশিত স্কেলের ব্যান্ড, কখনো দেশ বা মানুষের র্যাংকিং নয়।
প্রতিষ্ঠান ও উৎস
The Nexus Consortium is stewarded by three independent not-for-profit institutions: The Global Centre for Risk and Innovation (GCRI), through GCRI US in Washington, DC and GCRI Canada in Ontario, with GCRI Canada as Lead Institution, Consortium Secretariat and lead contracting organisation; The Global Risks Forum (GRF); and The Global Risks Alliance (GRA). Technology, infrastructure and service providers work with the Consortium at arm’s length under written agreements, like every other external party in the public-private-planet model, and hold no role in its stewardship.
Every value carries the attribution of its sources, which keep their own licences. External names are cited for interoperability only. Nexus-authored text is intended for CC BY 4.0 on release.
Avis en français
La méthodologie et les définitions du NXS-GRX sont un projet de travail préparatoire (2026). Le NXS-GRX est une information de recherche et d’analyse des risques : ni notation, ni indice de référence financier, ni statistique officielle, ni alerte, ni conseil. Les classes de risque sont des bandes sur une échelle publiée, non des classements.