01 / Project condition
Using the strongest hosted model for every task can create unnecessary cost, latency, privacy exposure and provider dependence.
034ArchitectureModel infrastructure
Project record
Local / Hybrid Model Architecture
A routing direction for deterministic processing, local inference, hosted models and human escalation.
- Role
- Systems architect and technical investigator
- Architecture
- ACTIVE ARCHITECTURE
- Implementation
- DEMONSTRATED EXPERIMENT
02 / Architectural response
The architecture separates cognition from the operating environment, allowing each task to use deterministic processing, local inference, hosted models or human review according to its actual needs.
03 / Selected operating view
A focused public view of the project.
This plate presents one project-level idea without exposing the complete private system behind it.
DEVELOPMENT CONTROL / LOCAL VIEWDV–04
01Bound workExact source and objective
→02ExecuteDeterministic where possible
→03VerifyIndependent evidence
→04AcceptHuman release authority
04 / Current record
What exists today.
01
Local Ollama and Qwen execution
02
Bounded source-analysis tests
03
Structured machine-readable output
04
Practical routing boundaries for small local models
05 / What this demonstrates
Provider-independent systems thinking grounded in working experiments with the economics, privacy and limits of local and hosted models.
06 / What remains private
The public record states the tested path and architectural direction. Private routing policy, thresholds and deployment configuration are not disclosed.