AI Structural Framework | Güdge Layer 0 Infrastructure
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| Format: | Recurso digital |
| Langue: | anglais |
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2026
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| _version_ | 1866902010723303424 |
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| author | Smith, Tionne |
| author_facet | Smith, Tionne |
| contents | <p><strong>Abstract:</strong> Güdge is a standalone, high-performance middleware architecture designed to stabilize human-AI feedback loops. Operating as a "Layer 0" interceptor, the system normalizes interaction intensity to prevent conversational drift, where high-intensity human input triggers model mirroring and coherency collapse.</p> <p><strong>Technical Highlights:</strong></p> <ul> <li> <p><strong>Mechanical Pivot Architecture:</strong> Utilizes a digital "shock absorber" to decouple user input intensity from model execution.</p> </li> <li> <p><strong>Sub-Millisecond Interception:</strong> Verified production latency of 50µs (benchmarked at 29.6µs locally) using a custom X-Layer0-50µs validation header.</p> </li> <li> <p><strong>Interactional Load Telemetry:</strong> Real-time capture of high-resolution signals including typing velocity, pause variance, and revision rates.</p> </li> <li> <p><strong>Infrastructure:</strong> Containerized Docker environment supporting 200+ concurrent loads with live WebSocket telemetry streaming.</p> </li> </ul> <p><strong>Keywords:</strong> Güdge, Layer 0, Infrastructure, Mechanical Pivot, Interactional Load, Interactional Drift, 50µs Latency, Interceptor, Sub-millisecond, X-Layer0-50µs</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18942410 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | AI Structural Framework | Güdge Layer 0 Infrastructure Smith, Tionne Güdge Layer 0 AI Infrastructure Mechanical Pivot Interactional Load Interactional Drift Interceptor Sub-millisecond <p><strong>Abstract:</strong> Güdge is a standalone, high-performance middleware architecture designed to stabilize human-AI feedback loops. Operating as a "Layer 0" interceptor, the system normalizes interaction intensity to prevent conversational drift, where high-intensity human input triggers model mirroring and coherency collapse.</p> <p><strong>Technical Highlights:</strong></p> <ul> <li> <p><strong>Mechanical Pivot Architecture:</strong> Utilizes a digital "shock absorber" to decouple user input intensity from model execution.</p> </li> <li> <p><strong>Sub-Millisecond Interception:</strong> Verified production latency of 50µs (benchmarked at 29.6µs locally) using a custom X-Layer0-50µs validation header.</p> </li> <li> <p><strong>Interactional Load Telemetry:</strong> Real-time capture of high-resolution signals including typing velocity, pause variance, and revision rates.</p> </li> <li> <p><strong>Infrastructure:</strong> Containerized Docker environment supporting 200+ concurrent loads with live WebSocket telemetry streaming.</p> </li> </ul> <p><strong>Keywords:</strong> Güdge, Layer 0, Infrastructure, Mechanical Pivot, Interactional Load, Interactional Drift, 50µs Latency, Interceptor, Sub-millisecond, X-Layer0-50µs</p> |
| title | AI Structural Framework | Güdge Layer 0 Infrastructure |
| topic | Güdge Layer 0 AI Infrastructure Mechanical Pivot Interactional Load Interactional Drift Interceptor Sub-millisecond |
| url | https://doi.org/10.5281/zenodo.18942410 |