ARuntime reports synthesize runtime architecture across compiler, inference, serving, distributed, edge, confidential, agentic, and product layers. Reports are editorial research inputs, not standards or automatically verified truth.
Key takeaways
- Each report page states its source status and verification boundary.
- Major themes are distributed into focused reference pages rather than copied into a monolithic article.
- Unsupported metrics, future assertions, and unresolved artifacts are omitted from public facts.
Editorial reports
AI Runtime Architectures
Catalogs current runtime families, internals, cross-cutting trade-offs, migration, and emerging trends.
AI Runtimes Technical Deep Dive
Explores disaggregated inference, KV-cache-centric systems, CXL memory, persistent agents, heterogeneous compilers, embodied systems, confidential execution, and continuous operations.
Machine Intelligence Runtime
Historical research input focused on governed agentic execution and retained as an explicitly proposed upper-layer term.
MIR architectures and future AI
Historical research input spanning runtime intelligence, protocols, hardware, security, and future scenarios.
Technical research intake
The 2026-06-22 intake added deeper treatment of runtime families, prefill/decode disaggregation, cache transport, CXL-oriented memory, MLIR/IREE compilation, durable agent execution, real-time/embodied constraints, confidential inference, and LLMOps. The public pages distribute these themes into focused definitions rather than publishing the reports verbatim.
Model-format research intake
Verification boundary
Claims are promoted only when a suitable primary source is in the source registry and the page scope can represent limitations. Research prototypes remain labeled research. Product features remain version-scoped. Quantitative results are not generalized beyond their cited setup.
Claims intentionally omitted
- Unresolved image or equation placeholders
- Future-dated product and standards assertions that could not be confirmed
- Universal performance multipliers or cost claims
- Vendor capability comparisons without equivalent scope
- Adoption, market-share, or production-success statistics without authoritative evidence
- Roadmap dates presented as commitments