{"URL":"https://we-solve.github.io/contributions/training-loss-implications-for-shallow-neural-networks/attempt-1/r1/","author":[{"literal":"we-solve research archive"}],"id":"wesolve:TOP-30005630-A1-r1","issued":{"date-parts":[[2026,10,11]]},"license":"CC-BY-4.0","note":"Revision r1 of TOP-30005630-A1. Unverified research record. LLMs and submitter roles are disclosed in the record. Date: first posted.","number":"TOP-30005630-A1 r1","title":"gpt 6 astra ultra attempt on TOP-30005630","type":"document"}