Geopolitical & strategic systems

Strategic technology concentration

R1 — Preconditions observed

Technology and infrastructure concentration are material structural conditions with strategic relevance.

State-aligned operational use

R3 — Operational use observed

State-aligned operational use is documented across cyber, surveillance and influence workflows.

Military & intelligence integration

R1 — Preconditions observed

Integration is growing but public evidence on scope, decision authority and dependence remains incomplete.

AI-driven strategic instability

R0 — Hypothesised

Strategic instability remains a plausible downstream pathway whose causal magnitude and direction are contested.

Strategic competition & technology concentration

Material structural condition · medium evidence

AI capability, compute, semiconductor supply and infrastructure are concentrated enough to matter for national strategy and resilience.

What remains uncertain

How concentration changes long-run stability depends on policy and market adaptation.

What would move this stage

Track measurable access, concentration and dependency rather than political rhetoric alone.

State-aligned operational use

Observed · medium evidence

Threat intelligence documents state-aligned actors using AI across cyber, surveillance and influence workflows.

What remains uncertain

Detected operations are not a complete measure of state adoption or strategic impact.

What would move this stage

Independent official evidence and comparative data across states and domains.

Military / intelligence integration

Growing but uneven · limited evidence

The UN scientific panel treats security and systems implications as a major domain of AI assessment.

What remains uncertain

Public evidence on doctrine, reliability and operational dependence is incomplete and often classified.

What would move this stage

Transparent evidence on deployment scope, decision authority and control arrangements.

International coordination & governance

Expanding, fragmented · medium evidence

Governments, standards bodies and international organisations are building evaluation and governance mechanisms.

What remains uncertain

Implementation and effectiveness vary substantially across jurisdictions.

What would move this stage

Measure implementation and effect rather than counting policy announcements.

Strategic instability or escalation

Plausible; not a single observed AI-driven state · limited evidence

AI can interact with existing strategic competition and security systems.

What remains uncertain

Causal magnitude, direction and stabilising versus destabilising effects are contested.

What would move this stage

Event-level and longitudinal evidence with careful causal attribution.