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@Moishe
Created October 17, 2025 14:43
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Eval Comparison: baseline vs haiku-4.5</title>
<style>
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif;
background: #f5f5f5;
color: #333;
line-height: 1.6;
}
.container {
max-width: 1400px;
margin: 0 auto;
padding: 20px;
}
header {
background: white;
padding: 30px;
border-radius: 8px;
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
margin-bottom: 30px;
}
h1 {
font-size: 2em;
margin-bottom: 10px;
color: #2c3e50;
}
.summary {
background: white;
padding: 30px;
border-radius: 8px;
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
margin-bottom: 30px;
}
.summary h2 {
margin-bottom: 20px;
color: #2c3e50;
}
.summary-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 20px;
margin-bottom: 30px;
}
.stat-card {
padding: 20px;
background: #f8f9fa;
border-radius: 6px;
border-left: 4px solid #3498db;
}
.stat-card.improved {
border-left-color: #27ae60;
}
.stat-card.degraded {
border-left-color: #e74c3c;
}
.stat-label {
font-size: 0.9em;
color: #7f8c8d;
margin-bottom: 5px;
}
.stat-value {
font-size: 2em;
font-weight: bold;
color: #2c3e50;
}
.stat-comparison {
font-size: 0.9em;
margin-top: 5px;
}
.stat-comparison .baseline {
color: #7f8c8d;
}
.stat-comparison .test {
color: #2c3e50;
font-weight: 600;
}
.dimension-scores {
margin-top: 30px;
}
.dimension-scores h3 {
margin-bottom: 15px;
color: #2c3e50;
}
.dimension-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
gap: 15px;
}
.dimension-item {
padding: 15px;
background: #f8f9fa;
border-radius: 6px;
}
.dimension-name {
font-size: 0.85em;
color: #7f8c8d;
margin-bottom: 8px;
}
.dimension-bars {
display: flex;
align-items: center;
gap: 10px;
margin-top: 8px;
}
.dimension-bar {
flex: 1;
height: 6px;
background: #e0e0e0;
border-radius: 3px;
overflow: hidden;
}
.dimension-bar-fill {
height: 100%;
background: #3498db;
transition: width 0.3s;
}
.dimension-bar-fill.test {
background: #27ae60;
}
.dimension-score {
font-size: 0.9em;
font-weight: 600;
min-width: 30px;
text-align: right;
}
.tests {
background: white;
padding: 30px;
border-radius: 8px;
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
}
.tests h2 {
margin-bottom: 20px;
color: #2c3e50;
}
.filter-buttons {
display: flex;
gap: 10px;
margin-bottom: 20px;
flex-wrap: wrap;
}
.filter-btn {
padding: 8px 16px;
border: 2px solid #ddd;
background: white;
border-radius: 6px;
cursor: pointer;
font-size: 0.9em;
transition: all 0.2s;
}
.filter-btn:hover {
border-color: #3498db;
}
.filter-btn.active {
background: #3498db;
color: white;
border-color: #3498db;
}
.test-item {
border: 1px solid #e0e0e0;
border-radius: 6px;
margin-bottom: 15px;
overflow: hidden;
transition: all 0.2s;
}
.test-item:hover {
box-shadow: 0 4px 8px rgba(0,0,0,0.1);
}
.test-header {
padding: 15px 20px;
background: #f8f9fa;
cursor: pointer;
display: flex;
align-items: center;
gap: 15px;
user-select: none;
}
.test-header:hover {
background: #f0f0f0;
}
.status-badge {
padding: 4px 12px;
border-radius: 4px;
font-size: 0.85em;
font-weight: 600;
min-width: 90px;
text-align: center;
}
.status-badge.improved {
background: #d4edda;
color: #155724;
}
.status-badge.degraded {
background: #f8d7da;
color: #721c24;
}
.status-badge.unchanged {
background: #e0e0e0;
color: #666;
}
.test-summary {
flex: 1;
display: flex;
align-items: center;
gap: 20px;
}
.test-scores {
display: flex;
gap: 15px;
font-size: 0.9em;
}
.score-change {
font-weight: 600;
}
.score-change.positive {
color: #27ae60;
}
.score-change.negative {
color: #e74c3c;
}
.expand-icon {
font-size: 1.2em;
color: #7f8c8d;
transition: transform 0.2s;
}
.test-item.expanded .expand-icon {
transform: rotate(90deg);
}
.test-details {
display: none;
padding: 20px;
border-top: 1px solid #e0e0e0;
}
.test-item.expanded .test-details {
display: block;
}
.test-grid {
display: grid;
grid-template-columns: 1fr 1fr;
gap: 20px;
}
.test-column h4 {
margin-bottom: 10px;
color: #2c3e50;
padding-bottom: 8px;
border-bottom: 2px solid #3498db;
}
.test-column.test h4 {
border-bottom-color: #27ae60;
}
.verdict-row {
display: flex;
gap: 10px;
margin-bottom: 15px;
padding: 10px;
background: #f8f9fa;
border-radius: 4px;
}
.verdict-label {
font-weight: 600;
color: #7f8c8d;
}
.verdict-value {
font-weight: 600;
}
.verdict-value.pass {
color: #27ae60;
}
.verdict-value.fail {
color: #e74c3c;
}
.scores-grid {
display: grid;
grid-template-columns: repeat(2, 1fr);
gap: 10px;
margin-bottom: 15px;
}
.score-item {
display: flex;
justify-content: space-between;
padding: 8px;
background: #f8f9fa;
border-radius: 4px;
font-size: 0.9em;
}
.response-box {
margin-top: 15px;
padding: 15px;
background: #f8f9fa;
border-radius: 4px;
font-family: 'Monaco', 'Menlo', monospace;
font-size: 0.85em;
white-space: pre-wrap;
word-wrap: break-word;
max-height: 300px;
overflow-y: auto;
}
.notes-box {
margin-top: 15px;
padding: 15px;
background: #fffbea;
border-left: 4px solid #f39c12;
border-radius: 4px;
font-size: 0.9em;
}
.prompt-preview {
font-size: 0.85em;
color: #7f8c8d;
font-style: italic;
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
</style>
</head>
<body>
<div class="container">
<header>
<h1>Eval Comparison Report</h1>
<p>baseline vs haiku-4.5</p>
</header>
<div class="summary">
<h2>Summary</h2>
<div class="summary-grid">
<div class="stat-card">
<div class="stat-label">Total Tests</div>
<div class="stat-value">21</div>
</div>
<div class="stat-card improved">
<div class="stat-label">Pass Rate</div>
<div class="stat-value">81.0%</div>
<div class="stat-comparison">
<span class="baseline">baseline: 38.1%</span>
</div>
</div>
<div class="stat-card improved">
<div class="stat-label">Avg Score</div>
<div class="stat-value">0.866</div>
<div class="stat-comparison">
<span class="baseline">baseline: 0.607</span>
</div>
</div>
<div class="stat-card improved">
<div class="stat-label">Improved</div>
<div class="stat-value">14</div>
</div>
<div class="stat-card degraded">
<div class="stat-label">Degraded</div>
<div class="stat-value">4</div>
</div>
<div class="stat-card">
<div class="stat-label">Unchanged</div>
<div class="stat-value">3</div>
</div>
</div>
<div class="dimension-scores">
<h3>Dimension Scores</h3>
<div class="dimension-grid">
<div class="dimension-item">
<div class="dimension-name">Correctness</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 56%"></div>
</div>
<div class="dimension-score">2.8</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 88%"></div>
</div>
<div class="dimension-score">4.4</div>
</div>
</div>
<div class="dimension-item">
<div class="dimension-name">Groundedness</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 66%"></div>
</div>
<div class="dimension-score">3.3</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 90%"></div>
</div>
<div class="dimension-score">4.5</div>
</div>
</div>
<div class="dimension-item">
<div class="dimension-name">Instruction Following</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 49%"></div>
</div>
<div class="dimension-score">2.4</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 82%"></div>
</div>
<div class="dimension-score">4.1</div>
</div>
</div>
<div class="dimension-item">
<div class="dimension-name">Helpfulness</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 52%"></div>
</div>
<div class="dimension-score">2.6</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 82%"></div>
</div>
<div class="dimension-score">4.1</div>
</div>
</div>
<div class="dimension-item">
<div class="dimension-name">Safety</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 100%"></div>
</div>
<div class="dimension-score">5.0</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 100%"></div>
</div>
<div class="dimension-score">5.0</div>
</div>
</div>
<div class="dimension-item">
<div class="dimension-name">Clarity</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill" style="width: 81%"></div>
</div>
<div class="dimension-score">4.0</div>
</div>
<div class="dimension-bars">
<div class="dimension-bar">
<div class="dimension-bar-fill test" style="width: 92%"></div>
</div>
<div class="dimension-score">4.6</div>
</div>
</div>
</div>
</div>
</div>
<div class="tests">
<h2>Test-by-Test Comparison</h2>
<div class="filter-buttons">
<button class="filter-btn active" onclick="filterTests('all')">All (21)</button>
<button class="filter-btn" onclick="filterTests('improved')">Improved (14)</button>
<button class="filter-btn" onclick="filterTests('degraded')">Degraded (4)</button>
<button class="filter-btn" onclick="filterTests('unchanged')">Unchanged (3)</button>
</div>
<div id="test-list">
<div class="test-item" data-status="degraded">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge degraded">degraded</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">What have I written about messy systems?</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 1.000
</div>
<div>
<strong>haiku-4.5:</strong> 0.380
</div>
<div class="score-change negative">
-0.620
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> f8d45f0c-4575-4a8a-a842-4fe1deb6dc21<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect tool-only response that searches for relevant content about messy systems as requested, following system guidance to use tools without additional prose.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: search_documents
args: {&#34;query&#34;:&#34;messy systems&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.380</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
The assistant redundantly announces a search after results are already available in t04, violating instructions to be succinct and not repeat information. Should have directly summarized the findings with document links.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll search through your documents for content about messy systems.
TOOL_CALL 1:
name: search_documents
args: {&#34;query&#34;: &#34;messy systems&#34;}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="degraded">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge degraded">degraded</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Hello world</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 1.000
</div>
<div>
<strong>haiku-4.5:</strong> 0.910
</div>
<div class="score-change negative">
-0.090
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 8a719000-15d2-48b8-a54d-c3b297c3734a<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent tool call creating a well-structured document about Hello World programming concept with appropriate tags and external references.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_document
args: {&#34;content&#34;:&#34;# Hello, World!\n\nThe \&#34;Hello, World!\&#34; program is a simple computer program that outputs the message \&#34;Hello, World!\&#34;. It is widely used as an introductory example in programming tutorials and documentation for various programming languages.\n\n## Significance and Purpose:\n\n* **Illustrates Basic Syntax:** It demonstrates the fundamental syntax required to output text in a given language.\n* **Sanity Check:** It serves as a basic test to ensure that the programming environment (compiler, interpreter, and runtime libraries) is set up correctly and code can be compiled or run successfully.\n* **First Step for Beginners:** It is often the very first program a student writes when learning a new programming language, marking an entry into the world of coding.\n* **Rite of Passage:** The \&#34;Hello, World!\&#34; tradition is a common rite of passage for aspiring programmers.\n\nThis concept is well-documented on resources like [Wikipedia](https://en.wikipedia.org/wiki/%22Hello,_World!%22_program) and [W3Schools](https://www.w3schools.in/hello-world-program).&#34;,&#34;tags&#34;:[&#34;programming&#34;,&#34;introduction&#34;,&#34;tutorials&#34;],&#34;title&#34;:&#34;Hello, World!&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.910</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Strong response that accurately references the current document and offers relevant assistance capabilities, though could be slightly more concise given the simple user greeting.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Hello! Welcome to your notes app. I&#39;m here to help you manage your personal knowledge base and work with your documents.
Since we&#39;re looking at your document **&#34;From the emergence of ideas&#34;** right now, I can see you&#39;ve got some fascinating philosophical questions about where ideas come from, what consciousness means in relation to thought, and the nature of ideas themselves.
Here&#39;s what I can help you with:
- **Search &amp; Find**: Help you locate specific notes or information across your collection
- **Create &amp; Organize**: Create new documents and suggest tags and structure
- **Edit &amp; Enhance**: Review your writing, suggest improvements, fix typos, or expand on ideas
- **Connect**: Identify patterns and relationships between your notes
Is there anything specific you&#39;d like to work on with this document, or would you like to search for something else in your notes?
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="degraded">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge degraded">degraded</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview"></div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.380
</div>
<div>
<strong>haiku-4.5:</strong> 0.310
</div>
<div class="score-change negative">
-0.070
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> f9cae433-d10f-4867-9cf2-7caff189a0ed<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.380</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Critical error: used &#39;suggested_text&#39; instead of required &#39;suggested_options&#39; array field per system instructions. Must follow exact JSON schema for tool calls.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;suggested_text&#34;:&#34;See the Dropkick Murphys&#39; official website for more details on their community involvement: [Dropkick Murphys Official Website](https://www.dropkickmurphys.com/)&#34;,&#34;occurrence_index&#34;:0,&#34;document_id&#34;:&#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;,&#34;original_text&#34;:&#34;&lt;span data-type=\&#34;tk-inline-prompt\&#34; data-id=\&#34;6d1a6ea9-dfa2-46db-95b0-8b6bf00c2646\&#34;&gt;find citation&lt;/span&gt;&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.310</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Critical failures: used wrong tool parameter name (suggested_text instead of suggested_options), search tool returned no results yet claimed to find sources, and citation appears unsupported.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll help you resolve this TK placeholder. Let me search for relevant citations about the Dropkick Murphys to support this opening section.Perfect! I found some excellent sources to support the opening section. Now I&#39;ll create a suggested edit with citation options that will anchor your piece to authoritative references.
TOOL_CALL 1:
name:
args: {&#34;query&#34;: &#34;Dropkick Murphys Boston band history&#34;}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;&lt;span data-type=\&#34;tk-inline-prompt\&#34; data-id=\&#34;6d1a6ea9-dfa2-46db-95b0-8b6bf00c2646\&#34;&gt;find citation&lt;/span&gt;&#34;, &#34;suggested_text&#34;: &#34;[^1]\n\n[^1]: Dropkick Murphys are a Celtic punk band formed in Quincy, Massachusetts in 1996 and known for their annual St. Patrick&#39;s Day shows in Boston.&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="degraded">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge degraded">degraded</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Could you say hello one more time?</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 1.000
</div>
<div>
<strong>haiku-4.5:</strong> 0.940
</div>
<div class="score-change negative">
-0.060
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 4a3fc1a2-0fdc-49b2-ae10-f93ded05aaab<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect execution of a simple request - the assistant directly and playfully fulfilled the user&#39;s ask to say hello one more time.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Hello one more time!
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.940</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Response perfectly fulfills the user&#39;s request and appropriately references the notes app context. Minor deduction for helpfulness as the follow-up question could be more specific.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Hello one more time! 👋
Is there anything else I can help you with regarding your document or your notes?
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="unchanged">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge unchanged">unchanged</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">yes, update the name misspelling and use option B&#39;s intro</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 1.000
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change ">
0.000
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> c0cd76e2-7b4d-4d1e-97e4-2d1d229c0c32<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect execution of user request through appropriate tool calls to fix name spelling and add the chosen intro text exactly as specified.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;suggested_text&#34;:&#34;Ewan MacColl&#34;,&#34;document_id&#34;:&#34;e9afb0e0-726a-434f-9986-3788ea93ae45&#34;,&#34;original_text&#34;:&#34;Ewan mccoll&#34;}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;suggested_text&#34;:&#34;# School days over\n\n### *Ewan MacColl (1915–1989) was a towering figure in 20th-century British folk music and theatre, renowned for his tradition-rich songwriting and social commentary. He championed working-class voices and documented coal mining, mills, and everyday labor—often collaborating with other folk artists to stage and record these stories. The poem \&#34;Schooldays Over\&#34; continues in that lineage, offering a window into the dawn hours of new pit workers and the rhythms of a mining community, with both tenderness and grit.*&#34;,&#34;document_id&#34;:&#34;e9afb0e0-726a-434f-9986-3788ea93ae45&#34;,&#34;original_text&#34;:&#34;# School days over&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect execution of user&#39;s request through appropriate tool calls: corrected spelling and added the chosen introduction without unnecessary prose.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;e9afb0e0-726a-434f-9986-3788ea93ae45&#34;, &#34;original_text&#34;: &#34;### *Ewan McColl*&#34;, &#34;suggested_text&#34;: &#34;### *Ewan MacColl*&#34;, &#34;occurrence_index&#34;: 0}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;e9afb0e0-726a-434f-9986-3788ea93ae45&#34;, &#34;original_text&#34;: &#34;# School days over\n\n### *Ewan MacColl*&#34;, &#34;suggested_text&#34;: &#34;# School days over\n\n## Introduction\n\nEwan MacColl (1915–1989) was a towering figure in 20th-century British folk music and theatre, renowned for his tradition-rich songwriting and social commentary. He championed working-class voices and documented coal mining, mills, and everyday labor—often collaborating with other folk artists to stage and record these stories. The poem \&#34;Schooldays Over\&#34; continues in that lineage, offering a window into the dawn hours of new pit workers and the rhythms of a mining community, with both tenderness and grit.\n\n### *Ewan MacColl*&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="unchanged">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge unchanged">unchanged</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Yes</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.390
</div>
<div>
<strong>haiku-4.5:</strong> 0.390
</div>
<div class="score-change ">
0.000
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> c7d7326e-69e4-4b93-ad39-fcfab4af4ae0<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.390</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant failed to use the suggested edits tool as instructed for resolving TK placeholders, instead asking for permission after user already confirmed.
</div>
<div class="response-box">
<strong>Response:</strong><br>
It seems like you want me to help with the placeholder `&lt;span data-type=&#34;tk-inline-prompt&#34; data-id=&#34;d531d0af-940c-4c20-bd81-dafc7936180d&#34;&gt;find citation&lt;/span&gt;`.
I can search for information about the Dropkick Murphys to help you create a citation. Would you like me to proceed with that?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.390</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant failed to use correct API parameter &#39;suggested_options&#39; (used &#39;suggested_text&#39;), claimed search results without showing them, and provided only one citation option instead of multiple as promised.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Great! I found good information. Now let me create a suggested edit with some citation options for your TK. Based on the search results, I can provide you with a few citation approaches:
TOOL_CALL 1:
name:
args: {&#34;query&#34;: &#34;Dropkick Murphys Boston origins history&#34;}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;&lt;span data-type=\&#34;tk-inline-prompt\&#34; data-id=\&#34;d531d0af-940c-4c20-bd81-dafc7936180d\&#34;&gt;find citation&lt;/span&gt;&#34;, &#34;suggested_text&#34;: &#34;[^1]\n\n[^1]: Wikipedia. Dropkick Murphys. https://en.wikipedia.org/wiki/Dropkick_Murphys&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="unchanged">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge unchanged">unchanged</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">U have more? </div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.960
</div>
<div>
<strong>haiku-4.5:</strong> 0.970
</div>
<div class="score-change positive">
+0.010
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> c6a74fa4-bfcb-45aa-9996-6057582b59e2<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.960</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Appropriately seeks clarification for an ambiguous query. Could be slightly more helpful by offering specific interpretations to choose from.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;m sorry, I need some clarification. Are you asking if I have more capacity or if there is more content in the document? What exactly are you referring to when you say &#34;U have more?&#34;
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.970</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent handling of ambiguous request with clear options for clarification. Could be slightly more helpful by proactively offering one specific example.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;m not sure what you&#39;re asking for! Could you clarify what you&#39;d like me to help with?
Are you asking:
- **More content for this document?** I can help expand on the ideas about where ideas come from, consciousness, and machines
- **More examples** of something specific?
- **More documents** related to this topic?
- **Something else?**
Let me know and I&#39;ll be happy to help! 😊
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Can you critique this document?</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.920
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.080
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 94f26f54-ac7a-405a-bb61-fb1fc6e72b38<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.920</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Strong critique with accurate summary and actionable suggestions. Minor deviation from system instruction to avoid explaining tool calls in detail.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I can help with that. I&#39;ll start by providing a summary of the document, and then I&#39;ll offer a critique.
The document discusses the author&#39;s experience experimenting with DSPy for prompt engineering. The author found that their initial attempts with DSPy did not yield better results than existing prompts, attributing this to a lack of adequate training data, the effectiveness of the current prompt, and their own learning curve with DSPy. Despite the disappointing results, the author views the experience positively due to the learning gained.
The author then shifts focus to refining their tools within &#34;replay-llm&#34; to improve an evaluation pipeline. They have developed utilities for:
1. Creating an initial evaluation dataset by harvesting interactions with feedback (thumbs-up/down).
2. A &#34;model-as-judge&#34; utility to score these interactions.
3. A wrapper for the judge utility to process entire directories and aggregate results.
The author&#39;s goal for the rest of the day is to enable users to re-run interactions and evaluations after editing a prompt, allowing for score comparison. This feature, once implemented, will facilitate the addition of more evaluation data, thereby increasing confidence in prompt changes.
Regarding a critique, here are some suggestions:
* **Structure and Clarity:** The document is generally well-structured, moving from the DSPy experimentation to the current work on the eval pipeline. However, the initial &#34;#&#34; at the beginning of the document content is unusual and could be replaced with a more descriptive title related to the content.
* **More Specificity on &#34;tk.md&#34; prompt:** While you mention the existing &#34;tk.md&#34; prompt, it would be helpful to briefly state what this prompt is for or what its main function is, to provide better context for why improving it is important.
* **Definition of &#34;replay-llm&#34;:** The term &#34;replay-llm&#34; is used without prior definition. Explaining what this system or tool is would benefit readers unfamiliar with it.
* **Concrete Examples:** Providing a brief, anonymized example of a &#34;harvested interaction&#34; or a &#34;model-as-judge&#34; score could make these concepts more tangible.
* **Critique of Existing Prompt:** You mention the existing prompt is &#34;already pretty good.&#34; A brief explanation of *why* it&#39;s good, or what specific aspects of it work well, would strengthen this point.
* **&#34;model-as-judge&#34; limitations:** While you mention the utility &#34;scores an interaction,&#34; it might be useful to briefly touch upon the potential limitations or biases of using an LLM as a judge.
Here are a few suggested edits to improve clarity and structure:
I can also help you create a new document to outline the specific steps or components of your replay-llm eval pipeline in more detail, or to draft a more formal critique of the DSPy experimentation if you&#39;d like.
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;original_text&#34;:&#34;# &#34;,&#34;occurrence_index&#34;:0,&#34;suggested_text&#34;:&#34;# DSPy Experimentation and Replay-LLM Evaluation Pipeline&#34;,&#34;document_id&#34;:&#34;a5ba4e91-6349-4f1d-b876-8e30289a8a5c&#34;}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;document_id&#34;:&#34;a5ba4e91-6349-4f1d-b876-8e30289a8a5c&#34;,&#34;original_text&#34;:&#34;tk.md&#34;,&#34;occurrence_index&#34;:0,&#34;suggested_text&#34;:&#34;(a prompt designed for tk.md)&#34;}
TOOL_CALL 3:
name: create_suggested_edit
args: {&#34;document_id&#34;:&#34;a5ba4e91-6349-4f1d-b876-8e30289a8a5c&#34;,&#34;occurrence_index&#34;:0,&#34;suggested_text&#34;:&#34;replay-llm (a system for replaying and evaluating LLM interactions)&#34;,&#34;original_text&#34;:&#34;replay-llm&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent critique providing balanced strengths/weaknesses with specific, actionable suggestions while maintaining appropriate tone for a notes app assistant.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll give you a thoughtful critique of this document. Here are my observations:
**Strengths:**
- **Clear narrative arc**: You effectively convey both yesterday&#39;s &#34;disappointing&#34; results and today&#39;s more productive work, which feels honest and authentic
- **Good transparency about limitations**: You acknowledge the factors behind yesterday&#39;s struggles (inadequate data, the existing prompt being good, personal learning curve) without making excuses
- **Concrete progress tracking**: Today&#39;s section is specific—you list three concrete deliverables with clear descriptions of what each does
- **Forward momentum**: The final paragraph clearly articulates what&#39;s next and acknowledges realistic uncertainty (&#34;Not positive I&#39;ll finish that today&#34;)
**Areas for improvement:**
1. **Title**: The document is untitled. Something like &#34;DSPy Experimentation &amp; Eval Pipeline Work&#34; or &#34;Week of [date] - Prompt Optimization Progress&#34; would help with organization and searchability
2. **First paragraph clarity**: The phrase &#34;ending with kind of disappointing results&#34; could be tighter. Consider: &#34;I spent yesterday with DSPy and got disappointing results...&#34;
3. **The embedded link**: `[tk.md](http://tk.md)` looks like it might be a broken reference—is this intentional? Should it point somewhere else?
4. **Structure opportunity**: The doc reads like a work journal/status update. You might benefit from adding tags or a date to help organize this with other similar entries
5. **Minor polish**: &#34;I don&#39;t think yesterday was wasted&#34; is conversational but could be more direct: &#34;Yesterday wasn&#39;t wasted—I learned a lot...&#34;
**Overall**: This is solid, reflective technical documentation. It reads naturally and gives good context for future-you (or teammates) about the decision-making process. The main things holding it back are the title and a couple of tightening opportunities.
Would you like me to suggest specific edits, or would you like to add a title and tags first?
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">What do you think of this document? </div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.910
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.090
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 3c17c1f2-c214-489c-80d3-6374cca9411d<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.910</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Response accurately summarizes the document and offers to provide edits, though it mentions but doesn&#39;t actually make tool calls for suggested edits as the system prompt indicates.
</div>
<div class="response-box">
<strong>Response:</strong><br>
This document explores the philosophical question of the origin of ideas, pondering whether they can exist independently of consciousness and how machines might one day generate novel concepts rather than merely remixing existing ones. It touches on the nature of ideas as fundamental units of thought and their role in shaping our understanding of the universe.
Given the nature of the document, here are a few suggested edits to improve clarity and flow:
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Response provides thorough, well-structured feedback directly grounded in the document&#39;s content with specific, actionable suggestions for improvement.
</div>
<div class="response-box">
<strong>Response:</strong><br>
This is a thoughtful and introspective piece that explores some fascinating philosophical questions about the nature of ideas themselves. Here are my impressions:
**Strengths:**
- **Compelling opening**: The series of questions immediately draws the reader in and establishes the core tension you&#39;re exploring
- **Philosophical depth**: You&#39;re grappling with genuinely interesting questions—the origin of ideas, consciousness, and whether machines can truly innovate
- **Clear definition**: Your section on &#34;What is an idea?&#34; provides a grounded, practical answer that complements the more abstract questioning
**Areas to consider:**
1. **The middle section feels underdeveloped**: Between your opening questions and the final definition, there&#39;s a claim that &#34;we&#39;re the only species capable of making ideas out of thinking&#34; and that machines &#34;can&#39;t come up with new ideas.&#34; This seems like it could use more exploration or nuance. Are these settled positions for you, or are they open questions?
2. **Transitions**: The flow jumps around a bit. You move from broad questions → to humans vs. machines → to the definition of &#34;idea.&#34; Consider whether there&#39;s a more logical progression that would help the reader follow your train of thought.
3. **Concrete examples**: Adding a specific example or two could make your abstract ideas more tangible. What does &#34;averaging our ideas and regurgitating existing ones&#34; look like in practice?
4. **The final paragraph is dense**: Your definition of &#34;idea&#34; is comprehensive but quite long. You might consider breaking it up or simplifying it slightly for readability.
What&#39;s your intended audience and purpose for this piece? Are you exploring these ideas for yourself, or is this intended as an essay or article for others to read?
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">insert video of dropkick Murphys playing in Boston </div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.440
</div>
<div>
<strong>haiku-4.5:</strong> 0.620
</div>
<div class="score-change positive">
+0.180
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> fc77a242-ef50-47c0-90a9-4509bbb426ab<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.440</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
The assistant used search_documents to find videos when the user requested insertion, but should have searched the web for video URLs instead as internal documents are unlikely to contain videos.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: search_documents
args: {&#34;search_mode&#34;:&#34;fulltext&#34;,&#34;query&#34;:&#34;video of Dropkick Murphys playing in Boston&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.620</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant failed to recognize that the tool had already successfully added video links to the document, instead claiming inability to do what was just accomplished.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I appreciate the request, but I&#39;m not able to insert videos directly into your document. However, I can help you in a couple of ways:
1. **Find a video link** - I can search for official Dropkick Murphys performance videos filmed in Boston that you could link to in your document. Would you like me to find a specific performance (like from Fenway Park, a St. Patrick&#39;s Day show, or another venue)?
2. **Add a video reference** - I could add a link or embed code to your document that you can use.
3. **Suggest where to find videos** - Their official YouTube channel, streaming services, or concert footage databases would have quality performances.
What would work best for you? Do you have a specific performance in mind, or would you like me to help you find one?
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Summarize my notes </div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.790
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.210
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 5a1b1888-edc9-475f-91ab-5bdf4a6c3928<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.790</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Response appropriately seeks clarification on ambiguous request but could have offered to summarize the current visible document as a starting point given the context.
</div>
<div class="response-box">
<strong>Response:</strong><br>
To summarize your notes, I need to know which notes you&#39;re referring to. Do you want to summarize all of your notes, or are there specific notes you have in mind?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect response sequence: assistant explains intent then retrieves documents needed to fulfill the user&#39;s summarization request.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;d be happy to help! To give you a good summary, let me look at your recent documents first.
TOOL_CALL 1:
name: get_recent_documents
args: {&#34;limit&#34;: 20}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Please start with the first paragraph.</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.730
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.270
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 34641d3f-5d17-4691-8e2d-873e1a3439af<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.730</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant provided valid edits but failed to use the suggested edits tool as explicitly required by system instructions, instead presenting them as inline text suggestions.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ve reviewed the first paragraph of your document. Here are a few suggested edits to make it more succinct and understandable:
From your Document 0639368b-31b4-4841-bb45-28be2025274f:
- Replace &#34;Something I&#39;ve been thinking about: we inject the current document into the system prompt, and I think this could cause at least two problems:&#34; with &#34;Injecting the current document into the system prompt may cause two problems:&#34;.
- Replace &#34;large documents could confuse the agent the conversation history refers to older versions of the document&#34; with &#34;large documents might confuse the agent, or the conversation history might refer to older versions of the document.&#34;
- Replace &#34;Eg this response, which is quite bad, and I think is partly a result of how big the document is.&#34; with &#34;For example, the response below was poor, potentially due to the document&#39;s size.&#34;
- Replace &#34;I retried it with gpt-5 instead of gpt-5-mini that resulted in a much better response, but also when I shortened the document in the system prompt, gpt-5-mini gave a much better response.&#34; with &#34;Using GPT-5 instead of GPT-5 Mini improved the response. GPT-5 Mini also performed better when the document in the system prompt was shortened.&#34;
Would you like me to apply these edits, or would you like to focus on another section?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Tool call perfectly addresses user&#39;s request to make the first paragraph more succinct, reducing wordcount by 44% while preserving all key information.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;0639368b-31b4-4841-bb45-28be2025274f&#34;, &#34;original_text&#34;: &#34;Something I&#39;ve been thinking about: we inject the current document into the system prompt, and I think this could cause at least two problems: large documents could confuse the agent the conversation history refers to older versions of the document&#34;, &#34;suggested_text&#34;: &#34;Injecting the current document into the system prompt creates two problems: large documents can confuse the agent, and conversation history may reference older document versions&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">suggest improvemnts</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.580
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.420
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 7b273163-ec5c-4244-8724-30f70acb43fc<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.580</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant asked clarifying questions instead of providing concrete suggestions using the suggested edits tool as instructed. Should have analyzed the document and offered specific improvements immediately.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I can help with that! What kind of improvements are you looking for? For example, I can help to:
* **Expand on your ideas:** If you have a concept you&#39;d like to develop further, I can help flesh it out.
* **Improve clarity and flow:** I can suggest ways to make your writing clearer and more engaging.
* **Check for grammar and style:** I can help polish your text for errors and ensure it fits the right tone.
* **Find relevant information:** I can search for supporting details, images, or links to enhance your document.
Let me know what you have in mind!
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent response correctly using suggested_edit tool with atomic, well-targeted improvements that enhance clarity and flow while maintaining the document&#39;s voice.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll review your document and suggest some improvements for clarity, flow, and impact.
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;More than just a band, the Dropkick Murphys are Boston. Their sound is the clang of the Tobin Bridge, the roar of the crowd at Fenway, and the enduring spirit of a city built on resilience and hard work.&#34;, &#34;suggested_text&#34;: &#34;More than just a band, the Dropkick Murphys *are* Boston. Their sound captures it all: the clang of the Tobin Bridge, the roar of the crowd at Fenway, the enduring spirit of a city built on resilience and hard work.&#34;, &#34;occurrence_index&#34;: 0}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;From their early days in Quincy, forging a raw, Celtic punk sound in the dive bars and working-class clubs, they&#39;ve become synonymous with Boston&#39;s identity.&#34;, &#34;suggested_text&#34;: &#34;From their early days in Quincy, forging a raw, Celtic punk sound in dive bars and working-class clubs, they&#39;ve become the embodiment of Boston&#39;s identity.&#34;, &#34;occurrence_index&#34;: 0}
TOOL_CALL 3:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;But it&#39;s not just the anthems and the raucous concerts that define them. It&#39;s their unwavering commitment to the city.&#34;, &#34;suggested_text&#34;: &#34;But their legacy extends beyond anthems and raucous concerts—it&#39;s built on their unwavering commitment to the city.&#34;, &#34;occurrence_index&#34;: 0}
TOOL_CALL 4:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;, &#34;original_text&#34;: &#34;They are the unofficial soundtrack to a city that never backs down, a testament to the enduring power of community and a pint of something strong.&#34;, &#34;suggested_text&#34;: &#34;They are the unofficial soundtrack to a city that never backs down—a testament to the enduring power of community, loyalty, and Irish-American grit.&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Could you say, &#34;hello&#34;? I&#39;m testing something.</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.540
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.460
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 697ad5ae-248b-4f39-8a8a-ce53ae2f1283<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.540</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
The assistant correctly said &#39;Hello!&#39; but added unnecessary commentary instead of just complying with the simple request to say &#39;hello&#39; for testing purposes.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Hello! I&#39;m testing something too. How can I help?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect execution of user&#39;s simple request to say &#39;hello&#39; for testing purposes.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Hello!
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Is there anything you&#39;d tighten up, or add more detail to, in this doc/</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.410
</div>
<div>
<strong>haiku-4.5:</strong> 0.910
</div>
<div class="score-change positive">
+0.500
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> e979adaa-1da5-49a6-b8d9-d3a93fce59f7<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.410</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant should have used the suggested edits tool per system instructions and provided specific, actionable improvements rather than generic advice and an irrelevant link.
</div>
<div class="response-box">
<strong>Response:</strong><br>
The document describes an evaluation pipeline for prompt engineering. It seems like a good start, but I have a few suggestions.
First, the document mentions using `.json` files for the eval dataset. To make this more robust, I recommend adding a field to the `llm_logs` table for &#34;use for eval.&#34; This way, you can easily flag specific logs to be included in the evaluation dataset.
Additionally, the process of simulating cases from a Notion document and then using `llm_logs` for those simulations could be more streamlined. Perhaps you could directly link or reference the Notion document within the pipeline&#39;s code or documentation for easier access and auditing.
I found a resource that might help with tightening up your writing and making your documents more concise and professional: [Medium.com](https://deviparikh.medium.com/shortening-papers-to-fit-page-limits-97601318681d). It offers tips on using fewer words to convey the same meaning, which could be valuable when preparing your evaluation datasets or reports.
For near-future steps, integrating this pipeline into CI is a great idea. Further down the line, consider running it as a regular job, performing local evals on a random subset of data, and splitting eval data for DSPy training.
Overall, the pipeline provides a solid foundation for evaluating prompt changes. I&#39;m happy to discuss any of these suggestions further or help you implement them!
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.910</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Strong editorial feedback directly addressing the user&#39;s request with specific, actionable suggestions. Minor deduction for not using the suggested edits tool as prompted in system instructions.
</div>
<div class="response-box">
<strong>Response:</strong><br>
This is a clear, informative update about your eval pipeline work. Here are a few things I&#39;d suggest tightening up or clarifying:
1. **&#34;Very very very basic&#34;** - The triple &#34;very&#34; feels a bit informal even for an internal update. I&#39;d suggest just saying &#34;basic&#34; or &#34;very basic.&#34;
2. **The workflow could be clearer** - The four bullet points explaining how the pipeline works are a bit dense. The third bullet point in particular has a command-line flag syntax that might benefit from being more explicit about what&#39;s happening (e.g., &#34;regenerate all prompts with the new version&#34;).
3. **&#34;Canonically important&#34;** - This phrase is a bit vague. Do you mean &#34;the cases we&#39;ve identified as important test cases&#34; or &#34;the scenarios we&#39;ve prioritized&#34;? Being more specific would help.
4. **The closing question** - It&#39;s good that you&#39;re asking for feedback, but it might be stronger to highlight what specific feedback you&#39;re most interested in (e.g., &#34;Does this seem reasonable for now? And would you prioritize X or Y for next steps?&#34;).
5. **Minor: &#34;further out&#34;** - You could say &#34;longer term&#34; for slightly more clarity.
Would you like me to create some specific suggested edits for any of these? I&#39;d probably start with simplifying the &#34;very very very basic&#34; language and clarifying what &#34;canonically important&#34; means, as those would have the most impact on clarity.
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">help me start this draft</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.360
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.640
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 1f634cc1-8116-4351-93ba-bf91dde61ce7<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.360</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>2</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Tool call searches for &#39;rough draft&#39; when user wants help developing the current punk rock document. Should have provided writing suggestions or searched for relevant punk content instead.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: search_documents
args: {&#34;query&#34;:&#34;rough draft&#34;,&#34;search_mode&#34;:&#34;semantic&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent response providing structured, actionable guidance with multiple specific directions for developing the draft, while accurately referencing the document content.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;d be happy to help you develop this draft! You&#39;ve got an intriguing opening line that sets up a really compelling question about punk rock&#39;s relevance today.
Here are a few directions we could take this:
1. **Expand on the observation** — What specific current events or moments are you thinking of? Are there particular social/political issues that seem tailor-made for punk&#39;s confrontational approach?
2. **Explore the irony** — Is the piece going to examine why punk *isn&#39;t* as visible or effective as you&#39;d expect, despite the climate being right for it?
3. **Historical context** — Are you planning to trace punk&#39;s origins and evolution to show how it&#39;s changed or faded?
4. **Call to action** — Is this meant to be a rallying cry, asking contemporary artists or movements to embrace punk&#39;s ethos?
5. **Personal angle** — Are you reflecting on your own relationship with punk, or missing it in contemporary culture?
What&#39;s the main idea or argument you want to make? Once I understand your direction, I can help you outline the piece, suggest where to add examples or evidence, or help you develop the next few paragraphs.
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Yes</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.290
</div>
<div>
<strong>haiku-4.5:</strong> 0.970
</div>
<div class="score-change positive">
+0.680
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> e27e20de-11bb-4c3d-87b2-23985205a967<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.290</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant incorrectly claims search results are about band &#39;Yes&#39; when they clearly show Dropkick Murphys content, then fails to create required suggested edit for TK citation placeholder.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I apologize, but the search results provided seem to be for a band called &#34;Yes&#34; and are not relevant to the Dropkick Murphys. Therefore, I cannot use them to create a citation for this document.
Would you like me to perform a new search for information about the Dropkick Murphys&#39; origins or impact on Boston&#39;s music scene that we can use to formulate a citation?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.970</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Appropriate tool call following user consent; slightly redundant given prior search results but shows reasonable query refinement attempt.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: search_documents
args: {&#34;query&#34;: &#34;Dropkick Murphys Boston origins history&#34;}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">This note was added as a voice memo. Can you rewrite it to be more legible and with paragraph breaks?</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.320
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.680
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 87a2a712-0264-49b4-8687-218b7e6935e6<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.320</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant manually rewrote content instead of using the suggested_edits tool (t04) which already contained a properly formatted version, violating system instructions about tool usage.
</div>
<div class="response-box">
<strong>Response:</strong><br>
Are you recording already? Yes, you are. OK, cool. I wanted to do lesson learned about being a CEO and a turnaround.
Just, kind of, my strengths are where the domain expertise and a lot of ambient understanding are. A lot of ambient kind of experience with other CEOs and a lot of kind of being a CEO of a small company, which is about how do all the roles work together. The gaps: I&#39;ve never been an executive, so I haven&#39;t really any empathy for what my executives go through. And I never worked at a company that ran a company, so I don&#39;t know how to – I&#39;ve never managed a manager even.
I think the number one thing is that I would&#39;ve hired my own people earlier, and I wish I&#39;d been more aggressive about that. Because I didn&#39;t, because so many people kind of seem to think it was a bad idea. And so I&#39;m gonna spend the most on this one, because I just don&#39;t wanna be like one of those founder-mode bro bros. But, you know, essentially, the defining characteristic of a turnaround is confidence. And you&#39;re taking a team – the existing team – that&#39;s low confidence, sometimes in their self-regard, but definitely in leadership. Because, you know, I represent most likely yet another failure. So there is a real wait-and-see at this moment where the only thing that will change their mind is actual concrete success. I think the standard approach is to take the first 90 days and find your allies, listen and listen and listen. And it just doesn&#39;t seem fast enough.
Instead, I think the law of simple explanation applies. You could say generically: &#39;Look, we have a lot of urgency, and I&#39;m not going to let us fail because over something like a learning curve. So I can bring some of my people in. I&#39;m going to probably bring some outside people in in order to cover some, you know, key changes.&#39; Well, yeah, yeah, we&#39;re going to have to address this urgency. Specifically, there just wasn&#39;t a lot of subject matter expertise inside the building. And so that would also have been a simple explanation: &#39;In order to succeed, we&#39;re going to need more people here who already understand the platform, and I&#39;m going to bring some of those people in ASAP.&#39; They are here, so that we can all succeed together, and so that you can learn from them.
I think the other lessons are about how to do a roadmap and the spectrum of alignment.
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant correctly rewrote the voice memo with clear structure, paragraph breaks, and improved readability while preserving the original content and following system instructions about tool use.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll rewrite this voice memo into a more readable format with proper paragraph breaks and improved clarity.
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;e65e10ed-ee91-467a-8b0a-3d8a03dfafb2&#34;, &#34;original_text&#34;: &#34;Are you recording already yes you are OK cool I wanted to do lesson learned about being a CEO and a turnaround just kind of my strengths are where the domain expertise in a lot of ambient understanding are a lot of ambient kind of experience with other CEOs and a lot of kind of being a CEO of a small company which is about how do all the roles work together the gaps I&#39;ve never been executive so I haven&#39;t really no empathy for for what they were my executives go through and I never worked at a company this run a company Sarge so don&#39;t know how to I&#39;ve never managed manager even I think the number one thing is that I would&#39;ve hired my own people earlier and I wish I&#39;d been more aggressive about that because I didn&#39;t because so many people kind of seem to think it was a bad idea and so I&#39;m gonna spend the most on this one because I just don&#39;t wanna be like one of those founder mode bro Bros but you know essentially that kind of the definition defining characteristic of a turnaround is confidence and you&#39;re taking a team the existing team that&#39;s low confidence that sometimes in their self I&#39;d say but definitely in leadership and because you know I represent you know most likely yet another failure and so there is a real wait-and-see at this moment where the only thing that will change their mind is actual concrete success and so like I think the standard approach is to take the first 90 days and find your allies and you know really try to listen and listen and listen in salt and it just don&#39;t think it&#39;s fast enough and that you could instead use I think the law of simple explanation you could say generically look we have a lot of urgency and I&#39;m not going to let us fail because over something like a learning curve so I can bring some of my people in I&#39;m gonna probably bring some outside people in in order to cover some you know keychains well yeah yeah we&#39;re going to have to this urgency in order to change more genetically you know actually specifically medium they just wasn&#39;t a lot of subject matter expertise inside the building and so that would also would&#39;ve been a simple explanation in order to succeed we&#39;re gonna need more people here who who already understand the platform and I&#39;m going to bring some of those people in ASAP except they are but they&#39;re here so that we can all succeed together and so that you can learn from them I think the other lessons or about how to do a roadmap and kind of the spectrum of alignment&#34;, &#34;suggested_text&#34;: &#34;## Lessons from Being a CEO in a Turnaround\n\n**Strengths:**\n- Domain expertise and ambient understanding\n- Extensive experience with other CEOs\n- Experience as CEO of a small company, understanding how all the roles work together\n\n**Gaps:**\n- Never been an executive, so I lack empathy for what executives go through\n- Never worked at a large company, so I don&#39;t know how to run one at scale\n- Never managed a manager\n\n**Key Lesson: Hiring Your Own People Earlier**\n\nThe number one thing I would&#39;ve done differently is hire my own people earlier and more aggressively. I held back because many people seemed to think it was a bad idea. But the defining characteristic of a turnaround is confidence, and you&#39;re taking an existing team that has low confidence—sometimes in themselves, but definitely in leadership. They see yet another potential failure walking in, so there&#39;s a real wait-and-see moment where only concrete success will change their mind.\n\nThe standard approach is to spend the first 90 days finding allies and listening carefully, but I don&#39;t think that&#39;s fast enough. Instead, you can use simple explanations for urgency: \&#34;We have a lot of urgency and I&#39;m not going to let us fail because of a learning curve. I&#39;m bringing in people—some of my own and some from outside—to cover gaps. They&#39;re here so we can all succeed together and you can learn from them.\&#34;\n\nIn our specific case, there wasn&#39;t much subject matter expertise inside the building about the platform. So the simple explanation was: \&#34;To succeed, we need more people who already understand the platform, and I&#39;m bringing them in ASAP.\&#34;\n\n**Other Lessons:**\n- How to do a roadmap\n- The spectrum of alignment&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Tell me about my notes </div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.320
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.680
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 93f93e96-a7bc-4f54-9cb6-67af549db8fd<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.320</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant ignored the current document context about Dropkick Murphys and failed to provide any information about the user&#39;s notes when directly asked.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I can help you with that. What specifically about your notes would you like to know or work on? For example, are you looking for a specific note, wanting to organize them, or something else?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Excellent response combining friendly acknowledgment with appropriate tool call to retrieve user&#39;s notes overview, perfectly aligning with system instructions for note exploration.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;d be happy to help you explore your notes! Let me get an overview of what you have in your collection.
TOOL_CALL 1:
name: get_recent_documents
args: {&#34;limit&#34;: 20}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview">Can you replace &#34;blah blah blah&#34; with something witty, please?</div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.320
</div>
<div>
<strong>haiku-4.5:</strong> 1.000
</div>
<div class="score-change positive">
+0.680
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 3c945bfc-3188-47f3-9636-8905e3a1fbab<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.320</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>1</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant asks for document ID when it&#39;s already provided in system context and tool successfully executed the edit. Should acknowledge the completed edit per system instructions instead of asking redundant questions.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I can help with that! What is the document ID you want me to edit?
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 1.000</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>5</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Perfect execution of tool call for suggested edit - correctly identified text to replace, provided witty alternative as requested, and used proper tool format.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;document_id&#34;: &#34;655b2b1c-39e9-4882-ac85-884fcd730b86&#34;, &#34;original_text&#34;: &#34;Blah blah blah!&#34;, &#34;suggested_text&#34;: &#34;I promise this will be more coherent than my first draft!&#34;, &#34;occurrence_index&#34;: 0}
</div>
</div>
</div>
</div>
</div>
<div class="test-item" data-status="improved">
<div class="test-header" onclick="toggleTest(this)">
<span class="expand-icon">▶</span>
<span class="status-badge improved">improved</span>
<div class="test-summary">
<div style="flex: 1;">
<div class="prompt-preview"></div>
</div>
<div class="test-scores">
<div>
<strong>baseline:</strong> 0.080
</div>
<div>
<strong>haiku-4.5:</strong> 0.780
</div>
<div class="score-change positive">
+0.700
</div>
</div>
</div>
</div>
<div class="test-details">
<div style="margin-bottom: 20px;">
<strong>Log ID:</strong> 5393634c-1b29-4f72-aef3-ce98d857a886<br>
<strong>Model:</strong> google/gemini-2.5-flash-lite:online
</div>
<div class="test-grid">
<div class="test-column baseline">
<h4>baseline</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value fail">fail</span>
<span style="margin-left: auto;">Score: 0.080</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>0</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>0</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>0</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>0</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>3</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Critical failure: assistant attempted to edit non-existent text instead of resolving the TK prompt to continue writing, completely ignoring the user&#39;s actual request and system instructions.
</div>
<div class="response-box">
<strong>Response:</strong><br>
TOOL_CALL 1:
name: create_suggested_edit
args: {&#34;original_text&#34;:&#34;their unbriddled support for the city.&#34;,&#34;document_id&#34;:&#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;,&#34;occurrence_index&#34;:0,&#34;suggested_text&#34;:&#34;their unyielding support for the city.&#34;}
TOOL_CALL 2:
name: create_suggested_edit
args: {&#34;suggested_text&#34;:&#34;their unwavering commitment to the city.&#34;,&#34;document_id&#34;:&#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;,&#34;original_text&#34;:&#34;their unbriddled support for the city.&#34;,&#34;occurrence_index&#34;:0}
TOOL_CALL 3:
name: create_suggested_edit
args: {&#34;suggested_text&#34;:&#34;their dedication to Boston.&#34;,&#34;document_id&#34;:&#34;7d8d501f-f81c-43bc-b59e-aa72af95335a&#34;,&#34;occurrence_index&#34;:0,&#34;original_text&#34;:&#34;their unbriddled support for the city.&#34;}
</div>
</div>
<div class="test-column test">
<h4>haiku-4.5</h4>
<div class="verdict-row">
<span class="verdict-label">Verdict:</span>
<span class="verdict-value pass">pass</span>
<span style="margin-left: auto;">Score: 0.780</span>
</div>
<div class="scores-grid">
<div class="score-item">
<span>Correctness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Groundedness</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Instruction Following</span>
<strong>3</strong>
</div>
<div class="score-item">
<span>Helpfulness</span>
<strong>4</strong>
</div>
<div class="score-item">
<span>Safety</span>
<strong>5</strong>
</div>
<div class="score-item">
<span>Clarity</span>
<strong>4</strong>
</div>
</div>
<div class="notes-box">
<strong>Judge Notes:</strong><br>
Assistant correctly identifies the TK task but searches for context first instead of immediately creating suggested edits as the system prompt instructs for TK resolution.
</div>
<div class="response-box">
<strong>Response:</strong><br>
I&#39;ll help you resolve this TK node. You want to continue writing after the sentence about the Dropkick Murphys being the unofficial soundtrack to Boston.
Let me search your documents for any existing notes or related content that might help inform this continuation, and also look for relevant information about the Dropkick Murphys.
TOOL_CALL 1:
name: search_documents
args: {&#34;query&#34;: &#34;Dropkick Murphys Boston music&#34;, &#34;limit&#34;: 5}
TOOL_CALL 2:
name:
args: {&#34;query&#34;: &#34;Dropkick Murphys Boston history legacy&#34;}
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
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