Looking for endorsor for arXiv Submission (cs.LG)
Humble greetings,
I 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.
Endorsement Code: ISWNGZ
Paper: Aware-7: Cybernetic Steering for Recursive Generation
Abstract: 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.
If you wish to read the complete paper before deciding, kindly let me know. This matter is urgent due to deadlines.
Discussion in the ATmosphere