Seeking arXiv cs.AI Endorsement — Independent Researcher, 4 Preprints with DOIs

Hello everyone,

I’m an independent AI/ML researcher seeking an arXiv endorsement for the cs.AI (Artificial Intelligence) category.

About my work:

• 4 sole-author preprints on Zenodo (all with DOIs, 180+ views, 100+ downloads)
• 9 provisional patents filed with USPTO (March 2026)
• Active IEEE Collabratec profile with “Published Author” badge
• ORCID: 0009-0009-7797-2397

Paper seeking endorsement for: “The AI Cost Ladder v2: Extending Cost-Optimal AI Routing with Local Inference, Structured Output Enforcement, and Prompt Compression”

Key result: 98.7% LLM inference cost reduction using a 6-tier cascade with local Gemma 4 inference (via Ollama), content-hash caching, structured output enforcement, and domain-specific prompt compression. Validated with 210,000 operations over 14 days.

DOI: 10.5281/zenodo.19560257

If you are a registered arXiv endorser for cs.AI, I would greatly appreciate your endorsement:

arxiv.org

Log in to arXiv | arXiv e-print repository

Endorsement Code: LS76XE

Thank you! Triveni Gopala Krishna Ganta