Veritas AI Studio

DeBERTa-v3 Production

Real-time neural sequence classification & telemetry on dedicated GPU hardware

GPU: NVIDIA A16 Swagger API ↗
Characters: 0 / 120,000 | Full-document analysis in overlapping 512-token windows

Classification Verdict

IDLE
Predicted Class
Awaiting Input
An AI detection score cannot prove authorship.

Scores are not calibrated authorship probabilities. Modern academic writing, edited work and mixed-origin documents may be misclassified.

AI-pattern model score (uncalibrated) 0.0%
Human-pattern model score (uncalibrated) 0.0%
Latency
— ms
Tokens
—
Accelerator
—

Rewrite Studio

Edit tone and clarity with a separate AI writing model. Keep the original for side-by-side review.

Checking model…
From inspection buffer

Maximum 5,000 characters per rewrite. Always check names, figures, facts and citations.

This is an editorial assistant, not a guarantee that a detector will classify text differently. Revisions may introduce mistakes; verify content before publishing.

Storage & Caching Telemetry

Live Sync
Redis Cached Texts
0
Qdrant Vector Points
0