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Running LLMs larger than memory on a consumer Mac — falsification-driven research: margin-gated deferred refinement, out-of-core verification on Apple Silicon. TR-01 published.

Python 63.2% JavaScript 23.5% CSS 11.8% Shell 0.9% Makefile 0.5%

History of .gitignore · clear filter

  1. candidate_01: margin-gated deferred-refinement runtime + benchmark + hypothesis
    …
    q4 resident base generates with margin recording; low-margin tokens
deferred; windowed q8 sweeps verify (margin mode) or verify-all
(QSpec-style exact); rollback via KV trim. Baselines: pure q4/q8.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    Simon-Pierre Boucher committed 5 h ago (Aug 12, 2026) · 1 file changed +3
  2. Web platform: research showcase (English, light theme) in web/
    …
    Express app serving the full paper trail from a content snapshot:
home (stat tiles + expH SSD chart, validated palette), research docs,
experiments with hypotheses/analyses, raw results, code browser, about.
sync-content.sh snapshots the repo + build-info.json.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    Simon-Pierre Boucher committed 6 h ago (Aug 12, 2026) · 1 file changed +4
  3. Bootstrap: charter-compliant skeleton, header enforcement, hardware manifest, experiment scaffolds
    …
    - Repository layout per CLAUDE.md §3
- tools/check_headers.py enforcing §0.1 (58 files pass)
- tools/new_experiment.py scaffolding with seven-field hypothesis block (§10)
- benchmarks/hardware_manifest.py: macOS-native fingerprint (M5 Max / 48GB verified)
- Eight micro-experiment scaffolds (§9, exp A–H)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
    Simon-Pierre Boucher committed 6 h ago (Aug 12, 2026) · 1 file changed +46