Normalize public GPT2-BASIC naming#35
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Normalizes remaining public documentation from the old 'GPT-2 in BASIC' and retro/vintage wording to the current GPT2-BASIC constrained-system runtime framing.\n\nChanges:\n- update README whitepaper link and citation\n- rename long-document community/preservation headings to constrained/legacy systems\n- replace stale GPT-2 in BASIC and vintage/retro wording in public technical docs\n- extend public hygiene gate to reject those stale phrases\n\nVerification:\n- grep sweep for stale naming/framing phrases\n- python3 -m unittest tests.test_public_repo_hygiene\n- git diff --check\n- .venv-torch311/bin/python scripts/build_preview_release.py --self-test