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<title>Five ways to look inside a model | alphaBell Experiments</title>
<meta name="description" content="Change a word, guess the quantization, test a behavior change and follow a corrected fact. Explore real Flint and Qwen experiments from alphaBell.">
<meta property="og:title" content="Five measured model experiments | alphaBell"><meta property="og:description" content="One word, two precisions, a branch intervention, corrected facts and model music. Explore the actual runs."><meta property="og:image" content="https://huggingface.co/spaces/alphabell/Model-Observatory/resolve/main/experiments/assets/01-routing.png"><meta name="twitter:card" content="summary_large_image"><meta name="theme-color" content="#176b59"><link rel="icon" href="../favicon.svg"><link rel="stylesheet" href="lab.css">
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<section class="hero"><div><p class="eyebrow">THE ALPHABELL EXPERIMENT SERIES</p><h1>Small changes.<br><span>Surprising models.</span></h1><p class="intro">Change one word. Hide the precision. Correct a fact. Five hands-on experiments with real model outputs and measurements.</p></div><div class="hero-note"><span class="signal" aria-hidden="true"><i></i><i></i><i></i><i></i><i></i><i></i><i></i></span><p>Make a prediction.<br>Then open the evidence.</p><span>Recorded model runs. Explore at your own pace.</span></div></section>
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<section id="experiment" tabindex="-1" aria-labelledby="experimentTitle"><div class="loading" role="status">Opening measured experiments…</div></section>
<section class="evidence" id="evidence" hidden><div><p class="eyebrow">TAKE THE EVIDENCE WITH YOU</p><h2>Inspect. Reproduce. Try to break it.</h2><p>Download the recorded results and the prompts used to produce them. Your guesses stay in this browser.</p></div><div class="evidence-actions"><button id="downloadResults">Download results ↓</button><button id="downloadFixtures">Download prompts ↓</button><button id="resetGuesses" class="quiet">Clear local guesses</button></div><details id="methodDetails"><summary>Methods, source models and limits</summary><div id="methodBody"></div></details></section>
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