{
  "$type": "site.standard.document",
  "path": "/t/looking-for-endorsor-for-arxiv-submission-cs-lg/168300#post_7",
  "publishedAt": "2026-02-05T04:27:26.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "Humble greetings,\n\nI am also seeking quick endorcement from someone who’s registered as an endorser for the cs.AI (Artificial Intelligence) subject class of arXiv, to publish a whitepaper.\n\nEndorsement Code: **ISWNGZ**\n\nPaper: Aware-7: Cybernetic Steering for Recursive Generation\n\nAbstract: Large Language Models (LLMs) suffer from “context rot” and entropy drift when generating ultra-long-form content. We introduce Aware-7, the seventh iteration of our novel architecture that applies Control Theory (PID) to create “Synthetic Self-Awareness”. By modulating “Temperature” based on predictive damping of redundancy, our architecture achieves infinite-length generation without coherence degradation. In a massive scale test (58,138 words), Aware-7 maintained narrative stability, reducing costs by 93% compared to baseline models while preventing mode collapse.\n\nIf you wish to read the complete paper before deciding, kindly let me know.\nThis matter is urgent due to deadlines.",
  "title": "Looking for endorsor for arXiv Submission (cs.LG)"
}