Add AI disclosure

index.html

@@ -31,6 +31,10 @@ h1{font:400 clamp(2.4rem,6vw,4rem)/1.02 var(--cond);letter-spacing:-.01em;margin
 .artifacts a{color:var(--patina-p);text-decoration:none;border-bottom:1px solid rgba(11,125,110,.35)}
 .artifacts a:hover{border-bottom-color:var(--patina-p)}
 img.hero{display:block;width:100%;height:auto;margin:2.6rem 0 0;border:1px solid var(--rule)}
+.disclosure{margin:0 0 1.6rem;padding:.9rem 1rem;border-left:3px solid var(--signal);
+  background:var(--cell);font-size:15px;line-height:1.55;color:var(--mute-p)}
+.disclosure p{margin:0}
+.disclosure strong{color:var(--ink)}
 article{padding-top:2.6rem}
 h2{font:400 clamp(1.7rem,3.4vw,2.3rem)/1.15 var(--cond);margin:3.2rem 0 .9rem}
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@@ -59,6 +63,7 @@ footer a{color:var(--patina-p)}
   <p class="kicker">Riptide &middot; multi-turn safety audit</p>
   <h1>Riptide: harm that builds slowly across a conversation, and a repair that keeps the model kind</h1>
   <p class="byline">Maximilian Milovidov &middot; November 2026</p>
+  <div class="disclosure"><p><strong>Disclosure.</strong> I directed this project and labelled the 50 turns behind the reliability figures. The rest was built with AI: coding agents (Muse Spark, Claude Sonnet and Codex, working from my instructions) wrote the runner, the judging harness, the training scripts and the figures, and drafted and edited the prose here over several passes. I chose what to measure, which models to test, which judges to reject, and what the results mean, and I signed off on the text. Every number traces to a file in the repository, listed in <code>docs/article-claims.md</code>, and the verdicts and run logs are published so the claims can be checked without taking my word for it.</p></div>
   <p class="artifacts">
     <a href="https://huggingface.co/spaces/maximilianmilo/riptide">Report cards</a>
     <a href="https://huggingface.co/datasets/maximilianmilo/riptide-bench">Dataset</a>