<!DOCTYPE html><html lang="en"><head>
<meta http-equiv="Content-Type" content="text/html charset=UTF-8">
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width">
<meta name="x-apple-disable-message-reformatting">
<title>TLDR AI</title>
<meta name="color-scheme" content="light dark">
<meta name="supported-color-schemes" content="light dark">
<style type="text/css">
:root {
color-scheme: light dark; supported-color-schemes: light dark;
}
*,
*:after,
*:before {
-webkit-box-sizing: border-box; -moz-box-sizing: border-box; box-sizing: border-box;
}
* {
-ms-text-size-adjust: 100%; -webkit-text-size-adjust: 100%;
}
html,
body,
.document {
width: 100% !important; height: 100% !important; margin: 0; padding: 0;
}
body {
-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; text-rendering: optimizeLegibility;
}
div[style*="margin: 16px 0"] {
margin: 0 !important;
}
table,
td {
mso-table-lspace: 0pt; mso-table-rspace: 0pt;
}
table {
border-spacing: 0; border-collapse: collapse; table-layout: fixed; margin: 0 auto;
}
img {
-ms-interpolation-mode: bicubic; max-width: 100%; border: 0;
}
*[x-apple-data-detectors] {
color: inherit !important; text-decoration: none !important;
}
.x-gmail-data-detectors,
.x-gmail-data-detectors *,
.aBn {
border-bottom: 0 !important; cursor: default !important;
}
.btn {
-webkit-transition: all 200ms ease; transition: all 200ms ease;
}
.btn:hover {
background-color: #f67575; border-color: #f67575;
}
* {
font-family: Arial, Helvetica, sans-serif; font-size: 18px;
}
@media screen and (max-width: 600px) {
.container {
width: 100%; margin: auto;
}
.stack {
display: block!important; width: 100%!important; max-width: 100%!important;
}
.btn {
display: block; width: 100%; text-align: center;
}
}
body,
p,
td,
tr,
.body,
table,
h1,
h2,
h3,
h4,
h5,
h6,
div,
span {
background-color: #FEFEFE !important; color: #010101 !important;
}
@media (prefers-color-scheme: dark) {
body,
p,
td,
tr,
.body,
table,
h1,
h2,
h3,
h4,
h5,
h6,
div,
span {
background-color: #27292D !important; color: #FEFEFE !important;
}
}
a {
color: inherit !important; text-decoration: underline !important;
}
</style>
<!--[if mso | ie]>
<style type="text/css">
a {
background-color: #FEFEFE !important; color: #010101 !important;
}
@media (prefers-color-scheme: dark) {
a {
background-color: #27292D !important; color: #FEFEFE !important;
}
}
</style>
<![endif]-->
</head>
<body class="">
<div style="display: none; max-height: 0px; overflow: hidden;">Anthropic has introduced Claude Sonnet 5, a lower-cost Sonnet model with stronger agentic performance in planning, tool use, coding, and knowledge </div>
<div style="display: none; max-height: 0px; overflow: hidden;">
<br>
</div>
<table align="center" class="document">
<tbody>
<tr>
<td valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" class="container" width="600">
<tbody>
<tr class="inner-body">
<td>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr class="header">
<td bgcolor="" class="container">
<table width="100%">
<tbody>
<tr>
<td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" style="margin-top: 0px;" width="100%">
<tbody>
<tr>
<td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div style="text-align: center;">
<span style="margin-right: 0px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fai%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/JQO3929HHvGXcEO7l_7qp5A23UVK43Jt8EmnXeHdvRU=452" rel="noopener noreferrer" target="_blank"><span>Sign Up</span></a>
|<span style="margin-right: 2px; margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrai%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/eQ9NK-uN8-kEzAusWn7-qDH_O8cJSRsliXoQzBsd9kg=452" rel="noopener noreferrer" target="_blank"><span>Advertise</span></a></span>|<span style="margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=1%26lc=1571a9f6-84b7-11f0-b464-47c5c04ad337%26p=7f7b1852-7528-11f1-8607-bf5a09495459%26pt=campaign%26t=1782911868%26s=81310a95c97c793e425191dbb33bfb47329911b2201cfad7d1e9170f631df058/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/0LGBa8iltRKOmWammAtzfBWY3QJxPHb_MBMBs8s9N7E=452"><span>View Online</span></a></span>
<br>
</span></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="text-align: center;"><span data-darkreader-inline-color="" style="--darkreader-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30px;">T</span><span style="font-size: 30px;"><span data-darkreader-inline-color="" style="color: rgb(232, 192, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-color="" style="color: rgb(101, 195, 173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-color="" style="--darkreader-inline-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;">R</span>
<br>
</td>
</tr>
</tbody>
</table>
<br>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr id="together-with">
<td align="center" height="20" style="vertical-align:middle !important;" valign="middle" width="100%"><strong style="vertical-align:middle !important; height: 100%;">Together With </strong>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickup.com%2Fbrain%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-ai-primary%26utm_content=header_ai_making_chat/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/g-9NCslIm3_kiCnAcGTzG11fdyMt3uuXqrdGAkrth5A=452"><img src="https://images.tldr.tech/clickup.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="ClickUp"></a></td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width:100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;">
<div style="text-align: center;">
<h1><strong>TLDR AI <span id="date">2026-07-01</span></strong></h1>
</div>
</td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width:100%;" width="100%">
<tbody>
<tr id="sponsy-copy">
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickup.com%2Fbrain%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-ai-primary%26utm_content=header_ai_making_chat/2/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/dQHXpMm5Ysgmrh-dpRndDxbyXeq2SEtIRyb2w2N8GJ4=452">
<span>
<strong>The new AI making Chat & Claude look like dial-up (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Today's LLMs are brilliant, but have terrible memory. Every session starts at zero. You upload, re-explain, update... over and over.<p></p><p>That's <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickup.com%2Fbrain%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-ai-primary%26utm_content=body_intro_single_player_ai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/IhHn9cAG3lMFMd2erV0AmJVGavDbsSuRBUr4prXZ50U=452" rel="noopener noreferrer nofollow" target="_blank"><span>single-player AI</span></a>. And it just became obsolete.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickup.com%2Fbrain%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-ai-primary%26utm_content=body_outro_brain2_multiplayer_ai_companies/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/L_VCFN_7FdE0tl5sGlTCdoBIRI9rHRIbxBk7eB_eHxU=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Brain²</strong> is the <strong>first multiplayer AI for companies</strong></span></a>. One shared brain compounds context from every human and agent in your org. It doesn't just answer, it BUILDS. Slides, dashboards, websites, reports.</p>
<ul>
<li><strong>Self-improving memory</strong> across your entire team</li>
<li><strong>Routes to the best model</strong> for every task automatically</li>
<li><strong>One subscription</strong>, every frontier model</li>
</ul>
<p>Explore multi-player AI for the first time. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fclickup.com%2Fbrain%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=tldr_newsletter_ar_nnc_pro_trial_all-devices_cpc_lp_brain2-launch-2026_all-departments_x_tldr-ai-primary%26utm_content=body_outro_brain2/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Rb1OhGNA2rAohnGE9Onp7gkUIdOdHvMhhIeOKHqtpNQ=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Try Brain² free</strong></span></a>.</p>
<p>
</p>
</span></span></div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr bgcolor="">
<td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;"><span style="font-size:36px;">🚀</span></span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Headlines & Launches</strong></h1>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.anthropic.com%2Fnews%2Fclaude-sonnet-5%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/j7z-bBa2Cy8uspukwswzk1kTwvoruUOk-4FctZaJ8ak=452">
<span>
<strong>Claude Sonnet 5 (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic has introduced Claude Sonnet 5, a lower-cost Sonnet model with stronger agentic performance in planning, tool use, coding, and knowledge work. Its capabilities were described as approaching Opus 4.8 while improving substantially over Sonnet 4.6.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.google%2Finnovation-and-ai%2Fmodels-and-research%2Fgemini-models%2Fgemini-omni-flash-nano-banana-2-lite%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/XeHFd7VgfPr4UVqgwwQ4-TrDAzLatHWE4dWPYFuoal4=452">
<span>
<strong>Nano Banana 2 Lite (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Google released Nano Banana 2 Lite, its fastest and most cost-efficient Gemini Image model, alongside Gemini Omni Flash for video generation and conversational editing. The models are available through AI Studio, the Gemini API, and Google's enterprise and consumer products.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FRjhKwG/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/NrGLwD4RGoP_tc9kGlcw93VPkVLVES5DiaDecLWEEmc=452">
<span>
<strong>The Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5 (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic has received notice that the export controls on Claude Fable 5 and Mythos 5 have been lifted. The company will start restoring access tomorrow. Another update is expected soon.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.anthropic.com%2Fnews%2Fclaude-science-ai-workbench%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Ejkzfu7jeeQ2pk4JALhbTFyHBkbAsD4QPezL7KIYX7U=452">
<span>
<strong>Claude Science, an AI Workbench for Scientists (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic has announced Claude Science, an AI workbench app available in beta for Pro, Max, Team, and Enterprise users on macOS and Linux. The workbench integrates fragmented scientific tools into a single environment, natively rendering 3D protein structures, genome browser tracks, and chemical structures.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">🧠</span></div>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Deep Dives & Analysis</strong></h1>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.bytebytego.com%2Fp%2Finside-thinking-machines-interaction%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/1XijAVf68XGMsUjGt7-UaB9uFU4NkpjqQ8-yvCAkJkA=452">
<span>
<strong>Inside Thinking Machines' Interaction Models (17 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Thinking Machines is an AI research lab focused on human-AI collaboration. It believes that real work benefits from continuous collaboration, where the human clarifies, redirects, and gives feedback as a model goes along. This requires an interface that supports that instead of treating the human as someone who hands off a task and walks away. Thinking Machines' interaction models make interactivity a part of the model itself. The company plans to open a limited research preview in the coming months, with a wider release later this year.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmoondream.ai%2Fblog%2Fpopping-the-gpu-bubble%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/OXAa6tOcbL4UoXajEBZwziuNtkFr3A8kD_uARhmXOQo=452">
<span>
<strong>Popping the GPU Bubble (17 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI models typically produce one token at a time - you can't compute the third token before you have the second. The GPU does most of the heavy lifting, but there is also some work that needs to be done by the CPU. GPU bubbles occur when the GPU sits idle in a loop waiting for the GPU to complete its job. This article looks at how to hide these bubbles using a technique called pipeline decoding, which involves starting the GPU work on the next token while the CPU is still finishing the last one.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhuggingface.co%2Fblog%2FDharma-AI%2Fwhy-specialization-is-inevitable%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/mj9zrA-V57lI6Vxdg0BwGYYfkupl1vDyEGWCiKdKUIs=452">
<span>
<strong>Why Specialization Is Inevitable (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Domain-specialized AI models consistently outperform generalized ones because finite resources require concentrated capacity. This pattern aligns across optimization mathematics, biological evolution, market competition, and machine learning, proving that universal generality is structurally inefficient under resource constraints.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.dwarkesh.com%2Fp%2Fgrant-sanderson-2%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/DAzMshaMmFdRVMl1fYmOJIWesDfYwq4G3wozmHCHiM8=452">
<span>
<strong>AI and the future of math (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
In this podcast interview with Dwarkesh Patel, 3Blue1Brown creator Grant Sanderson discusses how AI's rapid, uneven progress in mathematics provides a roadmap for how it will transform the broader economy. Sanderson notes that while AI can rapidly brute-force fields like geometry, it still struggles with playful combinatorics problems that require deep conceptual creativity.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">🧑💻</span></div>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Engineering & Research</strong></h1>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.inngest.com%2Fblog%2Fintroducing-agent-evals%3Futm_source=tldr-ai%26utm_medium=email%26utm_campaign=sponsorship-tldr-ai%26utm_content=secondary-070126/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/duV9bBOt9lI_5fxLTRo3BzlJISYFi7cG7YJxCuB6FUM=452">
<span>
<strong>Evals belong where your code runs (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
It's harder than it should be to evaluate agent performance—especially if waiting for a key event that might occur days later.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.inngest.com%2Fblog%2Fintroducing-agent-evals%3Futm_source=tldr-ai%26utm_medium=email%26utm_campaign=sponsorship-tldr-ai%26utm_content=secondary-070126/2/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/fD5sr4Wbkhsdi5_klSty91bkn12sD1J-fX42ElcfBDI=452" rel="noopener noreferrer nofollow" target="_blank"><span>Agent Evals</span></a> fixes that. Evaluate agents based on real business outcomes just by wrapping existing code, and using data already collected at execution. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.inngest.com%2Fblog%2Fintroducing-agent-evals%3Futm_source=tldr-ai%26utm_medium=email%26utm_campaign=sponsorship-tldr-ai%26utm_content=secondary-070126/3/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/kR3PJ1LZX87jXiuu5lHlIqKEWpnx2OGt9S_Qy38kims=452" rel="noopener noreferrer nofollow" target="_blank"><span>Try it free</span></a>.
</p>
</span></span></div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.testingcatalog.com%2Fmeituan-launches-longcat-2-0-1-6t-parameter-model-on-apis%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Tk5cgwPah7SbY5yGCTNAdB78LOxuJk1I00EjmWtqC8Y=452">
<span>
<strong>Meituan launches LongCat-2.0 1.6T parameter model on APIs (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Meituan has officially launched LongCat-2.0, a massive 1.6 trillion-parameter Mixture-of-Experts model tailored specifically for agentic coding, multi-step workflows, and long-context processing. Notably, the model was unmasked as the engine behind "Owl Alpha," a highly popular stealth model on OpenRouter that recently ranked in the top three by global daily volume.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FcrZoq1/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/lMcEjQlH0WhJMZvEjFZh1LOV5r0xU19as6d7yDqiSgs=452">
<span>
<strong>GeneBench-Pro: Scientific Judgment in AI Agents (9 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI's GeneBench-Pro is a benchmark that evaluates how AI agents handle ambiguity, revise assumptions, and choose analysis paths in computational biology. It focuses on research-level tasks across genomics, quantitative biology, and translational medicine.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FN2SqCB/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/qMF8OQHxcIUoOlW4fq5tCdHqNEJwhCba0mBH0if851M=452">
<span>
<strong>Recent OpenAI research has demonstrated the ability of LLMs to solve frontier problems in mathematics (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Researchers set out to find out how good frontier LLMs are at doing frontier theory research. They designed a prover-verifier workflow that used GPT-5.5 Pro as the solver and Claude Opus 4.7 as the verifier. This workflow was stress-tested on open problems from areas with very different levels of familiarity. The results were surprisingly strong and the system resolved a list of open questions.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fpytorch.org%2Fblog%2Fmiles-a-pytorch-native-stack-for-large-scale-llm-rl-post-training%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/WpgF2NFEnxAQqdmq4fYBlQ5NpPpebSjGwRXyi1cl9Vs=452">
<span>
<strong>Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Miles is a framework for large-scale LLM RL post-training. It makes frontier-scale LLM RL easier to build, reproduce, and operate. RL post-training has become a distributed systems problem as models have become larger and run across more distributed and specialized hardware. Miles makes large-scale LLM RL training more composable, reproducible, and easier to scale while keeping the core trainer small enough for researchers and infrastructure teams to customize.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">🎁</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
</div>
</td>
</tr>
</tbody>
</table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="mailto:ai@tldr.tech?utm_source=tldrai">
<span>
<strong>TLDR is hiring a curator for TLDR AI! (TLDR Curator, ~5 hrs/week)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Over 1M subscribers read TLDR AI to stay on top of the latest in AI models, research, engineering, and more. If you work in AI and want to help curate it, send your LinkedIn or resume to <a href="mailto:ai@tldr.tech" rel="noopener noreferrer" target="_blank"><span>ai@tldr.tech</span></a>!
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.vincentschmalbach.com%2Fclaude-code-china-router-fingerprint%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/hHF8w_zHsOAX3Jzt6OGewJqTPzgTB2tt8o65kRqbsp4=452">
<span>
<strong>Claude Code Is Quietly Fingerprinting China-Linked API Routers (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Claude Code fingerprints custom API routing inside model context. While Anthropic has real reasons to care about unofficial Claude routers, the implementation is not transparent. Its technique makes a line of model context look semantically neutral while using punctuation to carry routing metadata. It almost crosses the line into becoming spyware.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.cnbc.com%2F2026%2F06%2F30%2Fanthropic-launches-ai-drug-discovery-program-claude-science.html%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/3kJbbSzRJZayrzJdrjUuj511ZwjLnupmdhHokH-FgUY=452">
<span>
<strong>Anthropic launches AI drug discovery program, joining tech giants in betting on healthcare (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic is starting an internal drug discovery program to develop AI tools designed for drugmakers. The company will focus on discovering treatments for neglected diseases that traditional biopharmaceutical companies wouldn't consider attractive targets. It is unclear what Anthropic will do if it finds any promising drug candidates.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Quick Links</strong></h1>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgo.granola.ai%2Fadops-tldr-tech%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-30_Quick%2BLinks_Granola%26utm_content=header_granola_makes_meeting/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/NKF0eMuw_f_tpodHysviKY5jwR4RwvIMf9jixivj2yw=452">
<span>
<strong>Granola makes your meeting notes awesome. Then you can chat with them (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Granola's Recipes autonomously write follow-up emails, pull out decisions, prep for your next meeting, or turn conversations into real work in seconds. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgo.granola.ai%2Fadops-tldr-tech%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-30_Quick%2BLinks_Granola%26utm_content=cta_1_month_code/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/SCqU9c1lLMubprjJ3wGMEmA0GSmfQU5fN6PcoaFx2u0=452" rel="noopener noreferrer nofollow" target="_blank"><span>1 month free with code</span></a>: <strong>TLDR1MO</strong>
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F06%2F30%2Fnvidia-competitor-etched-hits-5b-valuation-1b-in-sales-for-ai-chip%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/zyHwETQzJ2fuKwt5yTSZco3Edx3Eo527lvlcOT73xys=452">
<span>
<strong>Nvidia competitor Etched hits $5B valuation (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Etched has already booked $1 billion in contract orders for full systems powered by its chip.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fthe-decoder.com%2Fopenai-reportedly-cut-response-costs-for-guest-chatgpt-users-by-more-than-half%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/pPGMM5TLoGxGtkr_PaVX_gGIrW9Hj7cTTMUx_YzuM3s=452">
<span>
<strong>OpenAI reportedly cut response costs for guest ChatGPT users by more than half (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Guest users can only access a limited set of features, so it is unclear whether the performance gains will carry over to the full product.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F06%2F29%2Fvibe-coding-platform-base44-launches-own-model-as-ai-startups-seek-defensibility%2F%3Futm_source=tldrai/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/pcVwMKufSR8RLyYiU-RdM4V7-99vG4lbK_Vm8y8Goz0=452">
<span>
<strong>Vibe-coding platform Base44 launches own model as AI startups seek defensibility (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Base44 aims to eventually outperform frontier models.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;">
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Love TLDR? Tell your friends and get rewards!
</p>
</td>
</tr>
<tr>
<td class="container" style="padding: 0px 10px 15px;">
<div class="text-block">
Share your referral link below with friends to get free TLDR swag!
</div>
</td>
</tr>
<tr>
<td align="left" style="padding: 10px;">
<div class="text-block">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefer.tldr.tech%2F51d793d6%2F2/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/xhnrS37VnpnCuV3ka3GYGLq-3E8MxpEDh-TXavX6Fy0=452" style="color: #464ba4; text-decoration: underline;">https://refer.tldr.tech/51d793d6/2</a>
</div>
</td>
</tr>
<tr></tr>
<tr>
<td align="left" style="padding:5px 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhub.sparklp.co%2Fsub_9a4c16be99eb%2F2/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/r4-uptRx2MOdEtYFuJsKUAKtDU4FvKvN0wcWtCWvpoY=452" style="font-size: 16px; line-height: 1.6; padding: 10px 0; display: inline-block; text-decoration: underline;"><span style="mso-text-raise:13pt; text-decoration: underline;">Track your referrals here.</span></a>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;">
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to advertise in TLDR? 📰
</p>
<div class="text-block" style="margin-top: 10px;">
If your company is interested in reaching an audience of AI professionals and decision makers, you may want to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrai%26utm_medium=newsletter%26utm_campaign=advertisecta/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/ro2CCf1NWMOinVqUdvyA8nKyk2qp3Oed62FXHkKAqFk=452"><strong><span>advertise with us</span></strong></a>.
</div>
<br>
<!-- New "Want to work at TLDR?" section -->
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to work at TLDR? 💼
</p>
<div class="text-block" style="margin-top: 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Wlwy6HxEqH19sWLpTQq-exFmT_J90A9A22CauqS-fGs=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Apply here</strong></a>,
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2Fc227b917-a6a4-40ce-8950-d3e165357871/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Qn31xJbxE89oSs3BRYUKuJOxouQMkwXHQiZs-N44I74=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>create your own role</strong></a> or send a friend's resume to <a href="mailto:jobs@tldr.tech" style="color: #0000EE; text-decoration: underline;">jobs@tldr.tech</a> and get $1k if we hire them! TLDR is one of <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn:li:activity:7401699691039830016%2F/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/X8y9Y8pno9oY0lRpFFW6NImETfls085-cJNbhi2EJhA=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Inc.'s Best Bootstrapped businesses</strong></a> of 2025.
</div>
<br>
<div class="text-block">
If you have any comments or feedback, just respond to this email!
<br>
<br> Thanks for reading,
<br>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2Fandrewztan/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/dQs9e24fjn_TvNRuQrXttD2d5rnaIvu4IJZAG4yf6zM=452"><span>Andrew Tan</span></a>, <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Faliiaminian%2F/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/GoiATwldEUlDoa-puEudDhRV2TCGvWFWy7iXFex0jU8=452"><span>Ali Aminian</span></a>, & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fjacob-turner-7521a8198%2F/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/RyXXkHU_z42w5UbPpdY0nw1Nw7m5pvEr3W5IlfHmbyQ=452"><span>Jacob Turner</span></a>
<br>
<br>
</div>
<br>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block" id="testing-id">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fai%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/Ovpg9VWdLe2LbS4OEtIvm4I2pD_5QMi4OZn7DxMkoOY=452">Manage your subscriptions</a> to our other newsletters on tech, startups, and programming. Or if TLDR AI isn't for you, please <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=eedf6b14-3de3-11ed-9a32-0241b9615763%26lc=1571a9f6-84b7-11f0-b464-47c5c04ad337%26p=7f7b1852-7528-11f1-8607-bf5a09495459%26pt=campaign%26pv=4%26spa=1782910906%26t=1782911868%26s=1a98c39fd18ad12ac242507cfa891db80ff2779bf8528d5d845c86153d2089e6/1/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/87kGGUy1bH08UgsazoQAQV_GE1z5OkBsyr-4TegXZ9M=452">unsubscribe</a>.
<br>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<img alt="" src="http://tracking.tldrnewsletter.com/CI0/0100019f1dd41fda-b2e42279-8c4c-4244-9962-e0626d409a0b-000000/JhhgcuSu93hX8G2rtW5mftCY7HnII_QxZQn5BUv0jMs=452" style="display: none; width: 1px; height: 1px;">
</body></html>