Working papers & field reports
Research-worthy writing from INFINITEWARE on sovereign AI systems and their applied deployment across regulated industries.
Verification-Gated Agentic Delegation: A Taxonomy and Field Framework for Multi-Harness AI Systems in Regulated Deployments
Which delegation patterns survive audit? A taxonomy of six patterns, four verification gate types, and the coupling constraints between them.
The Sovereign AI Stack: Deployment Patterns for Regulated Industries in the GCC
Sovereign AI is discussed as a hosting decision. It is actually a stack of five decisions, and the failure to make all five as one design produces the recurring pattern where a pilot succeeds and a production deployment stalls. This paper structures the five layers and describes the pattern-fits observed across domains.
Bahraini Dialect Text-to-Speech: A Diacritization-First Approach to Front-End Design
Recent progress in open-weight neural TTS has narrowed the gap between the best open acoustic models and the best proprietary ones. The gap that remains is not at the acoustic model. It is at the front-end - the diacritization and grapheme-to-phoneme layer that turns dialect text into the phoneme sequence the acoustic model consumes. This paper argues that Bahraini-dialect TTS is best approached as a diacritization-first design problem.