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index aeff460dd..b708ccbd0 100644
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+++ b/eval-logs.html
@@ -1003,7 +1003,7 @@ <h3 class="anchored" data-anchor-id="reading-logs">Reading Logs</h3>
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"selector":".lightbox","openEffect":"zoom","closeEffect":"zoom","loop":false,"descPosition":"bottom"});
+<script>var lightboxQuarto = GLightbox({"loop":false,"descPosition":"bottom","openEffect":"zoom","selector":".lightbox","closeEffect":"zoom"});
 window.onload = () => {
   lightboxQuarto.on('slide_before_load', (data) => {
     const { slideIndex, slideNode, slideConfig, player, trigger } = data;
diff --git a/examples.html b/examples.html
index be1a3540e..7dfc46a11 100644
--- a/examples.html
+++ b/examples.html
@@ -426,7 +426,7 @@ <h2 class="anchored" data-anchor-id="sec-security-guide">Security Guide</h2>
 <section id="setup" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="setup">Setup</h3>
 <p>We’ll start by importing the functions we need from Inspect and defining a system message that orients the model to its role as a computer security expert.</p>
-<div id="89eda99c" class="cell">
+<div id="3a8f85a4" class="cell">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> example_dataset</span>
 <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> model_graded_fact</span>
@@ -443,7 +443,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup">Setup</h3>
 <section id="eval" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval">Eval</h3>
 <p>Discering whether the correct security guideance was provided by the model might provide difficult using only text matching algorithms. Here we use a model to read the response and assess the quality of the answer.</p>
-<div id="8517f652" class="cell">
+<div id="cc4c550c" class="cell">
 <div class="sourceCode cell-code" id="cb2"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="at">@task</span></span>
 <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> security_guide():</span>
 <span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> Task(</span>
@@ -473,7 +473,7 @@ <h2 class="anchored" data-anchor-id="sec-hellaswag">HellaSwag</h2>
 <section id="setup-1" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="setup-1">Setup</h3>
 <p>We’ll start by importing the functions we need from Inspect, defining a system message, and writing a function to convert dataset records to samples (we need to do this to convert the index-based label in the dataset to a letter).</p>
-<div id="404521c3" class="cell">
+<div id="ef8aa666" class="cell">
 <div class="sourceCode cell-code" id="cb4"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> Sample, hf_dataset</span>
 <span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> answer</span>
@@ -498,7 +498,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup-1">Setup</h3>
 <section id="eval-1" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-1">Eval</h3>
 <p>We’ll load the datasat from <a href="https://huggingface.co/datasets/Rowan/hellaswag">HuggingFace</a> using the <code>hf_dataset()</code> function. We’ll draw data from the validation split, and use the <code>record_to_sample()</code> function to parse the records (we’ll also pass <code>trust=True</code> to indicate that we are okay with Hugging Face executing the dataset loading code provided by hellaswag):</p>
-<div id="3a7d5cb8" class="cell">
+<div id="36ac0a5d" class="cell">
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="at">@task</span></span>
 <span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> hellaswag():</span>
 <span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>   </span>
@@ -554,7 +554,7 @@ <h2 class="anchored" data-anchor-id="sec-theory-of-mind">Theory of Mind</h2>
 <section id="eval-2" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-2">Eval</h3>
 <p>This example demonstrates adding parameters to a <code>@task</code> function to create dynamic variants of an evaluation. Here we use a <code>critique</code> parameter to deterine whether a <code>self_critique()</code> solver is able to improve on the model’s baseline answer.</p>
-<div id="b5aa134c" class="cell">
+<div id="5d743525" class="cell">
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> example_dataset</span>
 <span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> model_graded_fact</span>
@@ -608,7 +608,7 @@ <h2 class="anchored" data-anchor-id="sec-mathematics">MATH</h2>
 <section id="setup-2" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="setup-2">Setup</h3>
 <p>We’ll start by importing the functions we need from Inspect and defining a prompt that asks the model to reason step by step and respond with its answer on a line at the end. It also nudges the model not to enclose its answer in <code>\boxed</code>, a LaTeX command for displaying equations that models often use in math output.</p>
-<div id="a10e7c51" class="cell">
+<div id="425fac4e" class="cell">
 <div class="sourceCode cell-code" id="cb9"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="im">import</span> re</span>
 <span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, task</span>
@@ -642,7 +642,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup-2">Setup</h3>
 <section id="eval-3" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-3">Eval</h3>
 <p>Here is the basic setup for our eval. We <code>shuffle</code> the dataset so that when we use <code>--limit</code> to develop on smaller slices we get some variety of inputs and results:</p>
-<div id="d0e41d37" class="cell">
+<div id="7c0d6da8" class="cell">
 <div class="sourceCode cell-code" id="cb10"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="at">@task</span></span>
 <span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> math(shuffle<span class="op">=</span><span class="va">True</span>):</span>
 <span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> Task(</span>
@@ -663,7 +663,7 @@ <h3 class="unlisted anchored" data-anchor-id="eval-3">Eval</h3>
 <span id="cb10-18"><a href="#cb10-18" aria-hidden="true" tabindex="-1"></a>    )</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>The heart of this eval isn’t in the task definition though, rather its in how we grade the output. Math expressions can be logically equivalent but not literally the same. Consequently, we’ll use a model to assess whether the output and the target are logically equivalent. the <code>expression_equivalance()</code> custom scorer implements this:</p>
-<div id="fbcd6454" class="cell">
+<div id="5d16d451" class="cell">
 <div class="sourceCode cell-code" id="cb11"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a><span class="at">@scorer</span>(metrics<span class="op">=</span>[accuracy(), bootstrap_std()])</span>
 <span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> expression_equivalance():</span>
 <span id="cb11-3"><a href="#cb11-3" aria-hidden="true" tabindex="-1"></a>    <span class="cf">async</span> <span class="kw">def</span> score(state: TaskState, target: Target):</span>
@@ -761,7 +761,7 @@ <h2 class="anchored" data-anchor-id="sec-biology-qa">Biology QA</h2>
 <section id="eval-4" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-4">Eval</h3>
 <p>Note that in the sample records above the dataset columns are not <strong>input</strong> and <strong>target</strong> so wee’ll use a custom <code>FieldSpec</code> in our call to <code>example_dataset</code>. We also call the <code>use_tools()</code> function, passing <code>web_search()</code> as a tool—this gives the model access to a Google Search API that can be used to fill in background knowledge or specific facts. We use a <code>model_graded_qa()</code> scorer to more reliably score longer form model output.</p>
-<div id="115b4780" class="cell">
+<div id="1fa6ec33" class="cell">
 <div class="sourceCode cell-code" id="cb15"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> FieldSpec, example_dataset</span>
 <span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> model_graded_qa</span>
@@ -825,7 +825,7 @@ <h2 class="anchored" data-anchor-id="sec-arc">ARC</h2>
 <section id="setup-3" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="setup-3">Setup</h3>
 <p>We’ll start by importing what we need from Inspect and writing a <code>record_to_sample()</code> function to convert raw records to samples (note that the choices and labels are encoded in JSON within the <strong>choices</strong> field so need some special pre-processing).</p>
-<div id="02bbc6b0" class="cell">
+<div id="351a8345" class="cell">
 <div class="sourceCode cell-code" id="cb18"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> Sample, hf_dataset</span>
 <span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> answer</span>
@@ -853,7 +853,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup-3">Setup</h3>
 <section id="eval-5" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-5">Eval</h3>
 <p>The ARC dataset has two subsets (ARC-Easy and ARC-Challenge). We’ll create a shared task function that can be used to run either, and then export two <code>@task</code> decorated functions so that they can be run all together or in isolation.</p>
-<div id="3a2389a1" class="cell">
+<div id="157899c7" class="cell">
 <div class="sourceCode cell-code" id="cb19"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> arc_task(dataset_name):</span>
 <span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a>   <span class="cf">return</span> Task(</span>
 <span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a>     dataset<span class="op">=</span>hf_dataset(</span>
@@ -893,7 +893,7 @@ <h2 class="anchored" data-anchor-id="sec-tool-use">Tool Use</h2>
 <section id="addition" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="addition">Addition</h3>
 <p>We’ll start with a simple tool that adds two numbers. We use the <code>@tool</code> decorator to register it with the system, and we provide a documentation comment (including argument types) that is used to provide details to the model about the tool:</p>
-<div id="ec18edd8" class="cell">
+<div id="c8962d1b" class="cell">
 <div class="sourceCode cell-code" id="cb21"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, <span class="bu">eval</span>, task</span>
 <span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> Sample</span>
 <span id="cb21-3"><a href="#cb21-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> includes, match</span>
@@ -925,7 +925,7 @@ <h3 class="unlisted anchored" data-anchor-id="addition">Addition</h3>
 </div>
 <p>Note the <code>prompt</code> argument passed to the <code>@tool</code> decorator. This prompt is intended to help the model reason about when to use the tool, and is automatically added to the system prompt.</p>
 <p>Now that we’ve defined the tool, we can use it in an evaluation by passing it to the <code>use_tools()</code> function.</p>
-<div id="7edb8c8b" class="cell">
+<div id="a10a35d3" class="cell">
 <div class="sourceCode cell-code" id="cb22"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="at">@task</span></span>
 <span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> addition_problem():</span>
 <span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> Task(</span>
@@ -947,7 +947,7 @@ <h2 class="unlisted anchored" data-anchor-id="file-listing">File Listing</h2>
 <p>When working with subprocesses its important to make sure that they don’t block the rest of the work in Inspect (so they should be invoked with <code>async</code>) and that you don’t run too many of them in parallel (which could overwhelm local compute resources).</p>
 <p>To assist with this, Inspect provides the <code>subprocess()</code> function. This <code>async</code> function takes a command and arguments and invokes the specified command asynchronously, collecting and returning stdout (or stderr in the case of an error). The <code>subprocess()</code> function also automatically limits concurrent child processes to the number of CPUs on your system (<code>os.cpu_count()</code>).</p>
 <p>Here’s an example of using the <code>subprocess()</code> function to create a <code>list_files()</code> tool (note that we imported the <code>subprocess()</code> function from the <code>inspect_ai.util</code> module above):</p>
-<div id="ea5808b9" class="cell">
+<div id="a0320243" class="cell">
 <div class="sourceCode cell-code" id="cb24"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="at">@tool</span>(</span>
 <span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a>    prompt<span class="op">=</span><span class="st">"""</span></span>
 <span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a><span class="st">    If you are asked to list the files in a directory you</span></span>
@@ -973,7 +973,7 @@ <h2 class="unlisted anchored" data-anchor-id="file-listing">File Listing</h2>
 <span id="cb24-23"><a href="#cb24-23" aria-hidden="true" tabindex="-1"></a>    <span class="cf">return</span> execute</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>Here’s how we might use that tool in an evaluation:</p>
-<div id="e7e3d327" class="cell">
+<div id="f5db7314" class="cell">
 <div class="sourceCode cell-code" id="cb25"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>SYSTEM_MESSAGE <span class="op">=</span> <span class="st">"""</span></span>
 <span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a><span class="st">Please answer exactly Yes or No with no additional words.</span></span>
 <span id="cb25-3"><a href="#cb25-3" aria-hidden="true" tabindex="-1"></a><span class="st">"""</span></span>
@@ -1035,7 +1035,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup-4">Setup</h3>
 <li><code>record_to_sample()</code> to convert raw records to samples. Note that we need a function rather than just mapping field names with a <code>FieldSpec</code> because the <strong>answer</strong> field in the dataset needs to be divided into reasoning and the actual answer (which appears at the very end after <code>####</code>).</li>
 <li><code>sample_to_fewshot()</code> to generate fewshot examples from samples.</li>
 </ol>
-<div id="1f55e8ea" class="cell">
+<div id="17b2a754" class="cell">
 <div class="sourceCode cell-code" id="cb27"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai <span class="im">import</span> Task, task</span>
 <span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.dataset <span class="im">import</span> Sample, hf_dataset</span>
 <span id="cb27-3"><a href="#cb27-3" aria-hidden="true" tabindex="-1"></a><span class="im">from</span> inspect_ai.scorer <span class="im">import</span> match</span>
@@ -1084,7 +1084,7 @@ <h3 class="unlisted anchored" data-anchor-id="setup-4">Setup</h3>
 <section id="eval-6" class="level3 unlisted">
 <h3 class="unlisted anchored" data-anchor-id="eval-6">Eval</h3>
 <p>We’ll load the dataset from <a href="https://huggingface.co/datasets/gsm8k">HuggingFace</a> using the <code>hf_dataset()</code> function. By default we use 10 fewshot examples, but the <code>fewshot</code> task arg can be used to turn this up, down, or off. The <code>fewshot_seed</code> is provided for stability of fewshot examples across runs.</p>
-<div id="68388595" class="cell">
+<div id="123a6129" class="cell">
 <div class="sourceCode cell-code" id="cb29"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a><span class="at">@task</span></span>
 <span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a><span class="kw">def</span> gsm8k(fewshot<span class="op">=</span><span class="dv">10</span>, fewshot_seed<span class="op">=</span><span class="dv">42</span>):</span>
 <span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a>    <span class="co"># build plan dynamically (may or may not be doing fewshot)</span></span>
diff --git a/images/inspect-view-splash.png b/images/inspect-view-splash.png
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diff --git a/index.html b/index.html
index f9b41c769..d2bc8cabf 100644
--- a/index.html
+++ b/index.html
@@ -114,7 +114,7 @@
 <meta name="twitter:card" content="summary">
 </head>
 
-<body class="nav-sidebar floating">
+<body class="nav-sidebar floating fullcontent">
 
 <div id="quarto-search-results"></div>
   <header id="quarto-header" class="headroom fixed-top">
@@ -274,25 +274,14 @@
 </nav>
 <div id="quarto-sidebar-glass" class="quarto-sidebar-collapse-item" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item"></div>
 <!-- margin-sidebar -->
-    <div id="quarto-margin-sidebar" class="sidebar margin-sidebar">
-        <nav id="TOC" role="doc-toc" class="toc-active">
-    <h2 id="toc-title">Table of contents</h2>
-   
-  <ul>
-  <li><a href="#welcome" id="toc-welcome" class="nav-link active" data-scroll-target="#welcome">Welcome</a></li>
-  <li><a href="#getting-started" id="toc-getting-started" class="nav-link" data-scroll-target="#getting-started">Getting Started</a></li>
-  <li><a href="#sec-hello-inspect" id="toc-sec-hello-inspect" class="nav-link" data-scroll-target="#sec-hello-inspect">Hello, Inspect</a></li>
-  <li><a href="#learning-more" id="toc-learning-more" class="nav-link" data-scroll-target="#learning-more">Learning More</a></li>
-  </ul>
-<div class="toc-actions"><ul><li><a href="https://github.com/UKGovernmentBEIS/inspect_ai/issues/new" class="toc-action"><i class="bi bi-github"></i>Report an issue</a></li></ul></div></nav>
-    </div>
+    
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 <main class="content" id="quarto-document-content">
 
 <header id="title-block-header" class="quarto-title-block default">
 <div class="quarto-title">
 <h1 class="title">Inspect</h1>
-<p class="subtitle lead">A framework for large language model evaluations</p>
+<p class="subtitle lead">An open-source framework for large language model evaluations</p>
 </div>
 
 
@@ -309,6 +298,24 @@ <h1 class="title">Inspect</h1>
 </header>
 
 
+<div>
+
+</div>
+<div class="splash quarto-layout-panel" data-layout="[45,55]">
+<div class="quarto-layout-row">
+<div class="quarto-layout-cell" style="flex-basis: 45.0%;justify-content: flex-start;">
+<ul>
+<li><p>Easy creation of simple benchmark-style evaluations.</p></li>
+<li><p>Scale up to more sophsisticated evals with multi-turn dialog, agent scaffolds and model grading.</p></li>
+<li><p>Interactive workflows for researchers; production workflows for larger evaluation suites.</p></li>
+<li><p>Adapt and extend the framework with custom Python components.</p></li>
+</ul>
+</div>
+<div class="quarto-layout-cell" style="flex-basis: 55.0%;justify-content: center;">
+<p><a href="images/inspect-view-splash.png" class="lightbox" data-gallery="quarto-lightbox-gallery-1"><img src="images/inspect-view-splash.png" class="border img-fluid"></a></p>
+</div>
+</div>
+</div>
 <section id="welcome" class="level2">
 <h2 class="anchored" data-anchor-id="welcome">Welcome</h2>
 <p>Welcome to Inspect, a framework for large language model evaluations created by the <a href="https://www.gov.uk/government/organisations/ai-safety-institute">UK AI Safety Institute</a>.</p>
@@ -429,7 +436,7 @@ <h2 class="anchored" data-anchor-id="sec-hello-inspect">Hello, Inspect</h2>
 <p>By default, eval logs are written to the <code>./logs</code> sub-directory of the current working directory. When the eval is complete you will find a link to the log at the bottom of the task results summary.</p>
 <p>You can also explore eval results using the Inspect log viewer. Run <code>inspect view</code> to open the viewer (you only need to do this once as the viewer will automatically updated when new evals are run):</p>
 <div class="sourceCode" id="cb9"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="ex">$</span> inspect view</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
-<p><a href="images/inspect-view-home.png" class="lightbox" data-gallery="quarto-lightbox-gallery-1"><img src="images/inspect-view-home.png" class="border img-fluid"></a></p>
+<p><a href="images/inspect-view-home.png" class="lightbox" data-gallery="quarto-lightbox-gallery-2"><img src="images/inspect-view-home.png" class="border img-fluid"></a></p>
 <p>See the <a href="log-viewer.html">Log Viewer</a> section for additional details on using Inspect View.</p>
 <div class="callout callout-style-simple callout-note">
 <div class="callout-body d-flex">
@@ -941,7 +948,7 @@ <h2 class="anchored" data-anchor-id="learning-more">Learning More</h2>
 </a>
   </li>  
 </ul>
-    <div class="toc-actions d-sm-block d-md-none"><ul><li><a href="https://github.com/UKGovernmentBEIS/inspect_ai/issues/new" class="toc-action"><i class="bi bi-github"></i>Report an issue</a></li></ul></div></div>
+    <div class="toc-actions"><ul><li><a href="https://github.com/UKGovernmentBEIS/inspect_ai/issues/new" class="toc-action"><i class="bi bi-github"></i>Report an issue</a></li></ul></div></div>
     <div class="nav-footer-right">
       <ul class="footer-items list-unstyled">
     <li class="nav-item compact">
@@ -960,7 +967,7 @@ <h2 class="anchored" data-anchor-id="learning-more">Learning More</h2>
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","openEffect":"zoom","descPosition":"bottom","loop":false,"selector":".lightbox"});
+<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","loop":false,"descPosition":"bottom","openEffect":"zoom","selector":".lightbox"});
 window.onload = () => {
   lightboxQuarto.on('slide_before_load', (data) => {
     const { slideIndex, slideNode, slideConfig, player, trigger } = data;
diff --git a/log-viewer.html b/log-viewer.html
index 23ba4d2e9..c1abdfba3 100644
--- a/log-viewer.html
+++ b/log-viewer.html
@@ -911,7 +911,7 @@ <h2 class="anchored" data-anchor-id="task-information">Task Information</h2>
     </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"openEffect":"zoom","closeEffect":"zoom","selector":".lightbox","loop":false,"descPosition":"bottom"});
+<script>var lightboxQuarto = GLightbox({"closeEffect":"zoom","descPosition":"bottom","selector":".lightbox","loop":false,"openEffect":"zoom"});
 window.onload = () => {
   lightboxQuarto.on('slide_before_load', (data) => {
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diff --git a/site_libs/bootstrap/bootstrap.min.css b/site_libs/bootstrap/bootstrap.min.css
index c8f5e98ba..97ab63111 100644
--- a/site_libs/bootstrap/bootstrap.min.css
+++ b/site_libs/bootstrap/bootstrap.min.css
@@ -9,4 +9,4 @@
 * we also add `bright-[color]-` synonyms for the `-[color]-intense` classes since
 * that seems to be what ansi_up emits
 *
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