Wisdom Science Research Portfolio: Evidence-Gated Evaluation of Learning After Failure

This release bundles the Wisdom Science preprint portfolio, executable evidence gates, generated tables, raw/summary artifacts, and a matched P9 recovery-adapter pilot. The package distinguishes first-round competence from after-experience improvement across text agents, embodied agents, representation systems, and whole-organism failure immunity. The release includes P5-P9 preprint PDFs/sources, Wisdom Science foundation papers, evidence indexes, reproducibility scripts, WB-E raw/summary artifacts, and the P9 matched recovery-adapter pilot artifacts. Claims are bounded by explicit evidence gates: this release does not claim a public VLA/SOTA 6,300 leaderboard, a newly trained robot policy, or general robot self-healing. Public navigation and challenge routes:Main site: https://mianzhang.org/Public paper index: https://mianzhang.org/papers/Concept index: https://mianzhang.org/concepts/GitHub source and public issue routes: https://github.com/mmjbds/mianzhang.org and https://github.com/mmjbds/mianzhang.org/issues/new/chooseHugging Face technical mirror: https://mmjbds-mianzhang-org.static.hf.space/HF Space repository: https://huggingface.co/spaces/MMJBDS/mianzhang-org Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.