<!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;">Google has introduced Gemini 3.5 Flash, a new model focused on agentic workflows, coding, and long-horizon task execution </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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/bh57uM1qP2xs9M2vQZqX03ojmWKrjzAb8kXxKvCiuZU=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/1qgIDFVf6yx7U9P8vHYI9vXWNvUpP-ob59YAN0PYat0=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=0894d56c-543e-11f1-91f2-05c725315fbb%26pt=campaign%26t=1779283012%26s=73a201118499d4a90b7ac466c4c5238353160a303ab9ae8fed70155909a44928/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/Hrcd8me7Hbm3d4KOYCJH4Mm_eraBb9ZT7-5qlh9vnpo=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%2Fwelodata.ai%2Fmultilingual-ai%2F%3Futm_source=tldr-ai%26utm_medium=email%26utm_content=tldr-ai-primary%26utm_campaign=2026-ad-welo-data-multilingual-and-culture/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/clZKbkhNZRFE90fjoO_num0OhNeH5vwGcIwHSsJ-yeo=452"><img src="https://images.tldr.tech/welocalize.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Welocalize"></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">2026-05-20</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%2Fwelodata.ai%2Fmultilingual-ai%2F%3Futm_source=tldr-ai%26utm_medium=email%26utm_content=tldr-ai-primary%26utm_campaign=2026-ad-welo-data-multilingual-and-culture/2/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/AxUuCbCialQLBg-vD4FcV3bxttPz9FZg5dIttJZQa3k=452">
<span>
<strong>Building AI for the 80% of the world that doesn't think in English? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
If you're relying on machine-translated data to train your AI, you're missing the sort of cultural nuance that only a local would pick up on.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwelodata.ai%2Fmultilingual-ai%2F%3Futm_source=tldr-ai%26utm_medium=email%26utm_content=tldr-ai-primary%26utm_campaign=2026-ad-welo-data-multilingual-and-culture/3/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/5M0t-LlEJVYgchRSkWgDySLUdwSUATkP-rW6SjxPhTk=452" rel="noopener noreferrer nofollow" target="_blank"><span>Welo Data</span></a> offers AI training data and human evaluation in 155+ locales. That way, you can ensure:</p>
<p>✅ Your AI reflects cultural realities where your users actually are - not how English maps onto them</p>
<p>✅ <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwelodata.ai%2Fmultilingual-ai%2F%3Futm_source=tldr-ai%26utm_medium=email%26utm_content=tldr-ai-primary%26utm_campaign=2026-ad-welo-data-multilingual-and-culture/4/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/GKZ8Hlh75vMxlykVLs8w7FPtxp0V9m7eUwNNnogeRAM=452" rel="noopener noreferrer nofollow" target="_blank"><span>Security guardrails translate</span></a> across language groups</p>
<p>✅ Cultural nuance is caught by native experts, not flagged in post-production</p>
<p>Don't let rote translation erode the trust you've built. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwelodata.ai%2Fmultilingual-ai%2F%3Futm_source=tldr-ai%26utm_medium=email%26utm_content=tldr-ai-primary%26utm_campaign=2026-ad-welo-data-multilingual-and-culture/5/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/JXHpROIAyTDHwtR269NFKxuW8qofUbVo1vYj4hYSpGg=452" rel="noopener noreferrer nofollow" target="_blank"><span>Get in touch</span></a>
</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%2Fblog.google%2Finnovation-and-ai%2Fmodels-and-research%2Fgemini-models%2Fgemini-3-5%2F%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/4r0XdPqF6MhCygnnUT3JVfp3UhKiH-E63XphU9BLNvU=452">
<span>
<strong>Gemini 3.5 Flash (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Google has introduced Gemini 3.5 Flash, a new model focused on agentic workflows, coding, and long-horizon task execution. The release also expanded Gemini access across Search, enterprise tools, Android Studio, and Google's developer platforms.
</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%2F05%2F19%2Fopenai-announces-new-guaranteed-capacity-offering-for-customers-to-secure-compute.html%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/bNi37sOxF3L1-9pdCOjUP_9c2ARh4fRYeo1Pdy6zsj4=452">
<span>
<strong>OpenAI announces new Guaranteed Capacity offering for customers to secure compute (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI's new Guaranteed Capacity offering allows customers to secure long-term access to compute to power AI products, agents, and workflows. Customers can choose between one-, two-, and three-year-long commitments, with discounts based on how long the commitment is. The company will offer Guaranteed Capacity until it sells out of its current allocation. It plans to offer it again in the future.
</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%2FxjaD0w/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/HwgKiqHyziEyjT1P_yg-5A-zLQ2djP-qzT1HqquRG9g=452">
<span>
<strong>Karpathy joins Anthropic (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Andrej Karpathy announced he has joined Anthropic, citing the next few years at the LLM frontier as especially formative for his return to R&D. Karpathy noted he remains passionate about education and plans to resume that work later, signaling the move is research-focused rather than a permanent pivot away from teaching.
</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.google%2Finnovation-and-ai%2Fsundar-pichai-io-2026%2F%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/iF4biLDw0YVavxNSbZW46lT3p8aALLQF1C8XmYBE-lQ=452">
<span>
<strong>Google Detailed the Shift Toward Agentic Gemini Products (19 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
At I/O 2026, Google outlined how Gemini models were being integrated across consumer products, creative tools, and developer platforms. The company also shared that monthly token usage across its AI systems had grown to more than 3.2 quadrillion.
</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%2Faifoc.us%2Fmodel-half-life%2F%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/9hs0PcznTH566anjOCU5s6oqnZxWoKUNaGj5Iqb8-Ag=452">
<span>
<strong>Model half-life (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Model half-life - the idea that model releases will keep getting faster and faster - doesn't really make sense under consideration. Model releases have definitely increased in pace, but the release time isn't halving every six months. This post looks at model release dates for several of the most well-known models and lays out predictions for when the next models might come out.
</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.oracle.com%2Fdatabase%2F%3Fsource=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:%26SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:%26utm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/FVfZbccWp2iRI0cwvodV-qwI3JVVe5byBjLwfjIfCuU=452">
<span>
<strong>Stop stitching databases for AI agents (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Oracle AI Database acts as a <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.oracle.com%2Fdatabase%2F%3Fsource=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:%26SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/XjGXiAwuXwSavYc0L3KPg5Tm5feFadebA3LWpJ1GESM=452" rel="noopener noreferrer nofollow" target="_blank"><span>unified memory core for agents</span></a>. Vector search, relational, JSON, and graph data live together so agents can reason over live enterprise data without extra vector stores, pipelines, or synchronization jobs.
<br><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.oracle.com%2Fdeveloper%2Fresources%2F%3Fsource=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:%26SC=:ad:nw:op:eng:a_nas::RC_WWMK260212P00002:/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/76vQKvfvk3NKOKgt_wjEWSwWDIcEW07r5dD_BZeMu-A=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>See how developers build agent memory →</strong></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%2Fclaude.com%2Fblog%2Fusing-claude-code-the-unreasonable-effectiveness-of-html%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/oVke7g5LAZ8_yA3zWCetRV6U9eqLE51Pk171Ft4yV0c=452">
<span>
<strong>Using Claude Code: The unreasonable effectiveness of HTML (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
HTML's richness allows it to convey complex information more effectively than Markdown, including layouts, data tables, and interactive elements. It enhances readability by organizing specs into well-structured, easily navigable documents and offers better sharing and interaction capabilities. Claude Code uses HTML to efficiently ingest context from various sources, aiding in specs, design prototyping, and creating custom editing interfaces with improved engagement and clarity.
</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%2Fallenai%2Folmoearth-v1-1%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/-LO5S90c9zhOBHlAX6h6IvuaIj6pSImjjGMc-Tta8k0=452">
<span>
<strong>OlmoEarth v1.1: A more efficient family of models (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OlmoEarth v1.1, a new model family, reduces compute costs by up to 3X while maintaining performance, making planet-scale mapping more affordable. The models efficiently process remote sensing data by optimizing token sequence lengths, crucial for reducing computational costs. Methodological improvements allow similar performance to the original version with significantly less compute, benefiting developers and enhancing scientific research in remote sensing.
</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%2Fgithub.com%2FNVlabs%2FLongLive%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/psS_E4HdqRaR6XizajEpbJQ451hQAo7uQsMZs-ppDSg=452">
<span>
<strong>Real-Time Long Video Generation (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
NVIDIA's LongLive 1.0 is a framework for interactive long-form video generation that supports sequential prompting and real-time user-guided editing using streaming attention and KV-cache optimization techniques.
</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="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.warp.dev%2Fblog%2Fmulti-harness-cloud-agent-orchestration%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/V-bPrwoClEvA66NAJwJ3DZj4nVKfTZNc4YHThwnltgA=452">
<span>
<strong>A single pane of glass for managing all of your cloud agents (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Oz is a multi-harness control plane for cloud agents, supporting Claude Code, Codex, and Warp Agent. It offers automatic multi-agent orchestration, cross-harness Agent Memory, and improved cost and usage controls. Additionally, Oz provides expanded self-hosting options and enhanced governance features, streamlining agent management and deployment.
</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%2Fettin-reranker%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/O9RQ4V3w5hR7r_SLH_Ec8cHN6rd2TqvFKhcSxylKRmQ=452">
<span>
<strong>Introducing the Ettin Reranker Family (19 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Six new state-of-the-art CrossEncoder Ettin rerankers built on Ettin ModernBERT encoders have been released, offering models from 17M to 1B parameters. These models, trained with pointwise MSE distillation from a strong 1.54B parameter teacher, provide significant accuracy improvements over legacy models while enhancing speed, especially with Flash Attention 2. The models are particularly notable for their efficiency in retrieve-then-rerank systems and outperform models like ms-marco-MiniLM-L12-v2 on MTEB and NanoBEIR benchmarks.
</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%2Fcal.com%2Funwrap%2Fquick-connect%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/GkPU2Qy9K8iKPSSojDrVXW2qm0n5afJc76ia2mH679Y=452">
<span>
<strong>⚡ See how WHOOP, Stripe, and DoorDash use AI to listen to their customers (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Unwrap auto-categorizes customer feedback with AI, surfaces real-time sentiment alerts, and lets you query insights via MCP. TLDR subscribers get a free trial — <a class="underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current" href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcal.com%2Funwrap%2Fquick-connect%3Futm_campaign=QuickLink05202026%26utm_source=tldrtech%26utm_medium=newsletter/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/h0bXxdjrJ9nwxPey15oISlSeDPQx4iQPwhx6OnQ-x0U=452" rel="noopener noreferrer nofollow" target="_blank"><span>grab time with the team to get set up →</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%2Fthreadreaderapp.com%2Fthread%2F2056752047031279726.html%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/ysjKzgPfHUkrsfNBUPthj4yREiETNjku0BkeaSJ6u3A=452">
<span>
<strong>Index (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Index is a platform for content owners that helps them understand how AI agents use their work and earn revenue when they do.
</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%2Fthreadreaderapp.com%2Fthread%2F2056778123329274279.html%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/YhYPEKLCDtTcxxGtLA0l22wGCUyMed05XPERS2kx_Dw=452">
<span>
<strong>Cerebras is now running Kimi K2.6 (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kimi K2.6, a trillion-parameter model, has the fastest frontier model performance ever measured by Artificial Analysis at around 1,000 tokens per second.
</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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/loT5OAKAyrfspZuSUR9F8EQjYU_t6smTwyG-dmECaTw=452">
<span>
<strong>TLDR is hiring a Senior Software Engineer, Applied AI ($250k-$350k, Fully Remote)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
TLDR's Applied AI team is tasked with making every process at TLDR legible to code, runnable by anyone, and composable into larger workflows. Join a small, fast moving team using the latest AI tools with an unlimited token budget. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/CBUFhzXgcdUMQ_2mga2Ea1FiFWSJh_CetWniGuren2I=452" rel="noopener noreferrer" target="_blank"><span>Learn more</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%2Flinks.tldrnewsletter.com%2FwjHDFz/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/uVNln2BniCenwVg1isC3xqSD22uZPN4cTdoiUOzKM4k=452">
<span>
<strong>Advancing content provenance for a safer, more transparent AI ecosystem (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI strengthens content provenance by implementing C2PA standards and Google DeepMind's SynthID watermarking for AI-generated images.
</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%2Fnanransohoff.substack.com%2Fp%2Fthe-third-wave-of-american-philanthropy%3Futm_source=tldrai/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/LVdrNnF5adC5oigbCxisgwGSWefWglAMSjhAHaeXpd4=452">
<span>
<strong>The third wave of American philanthropy (23 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI is about to generate hundreds of billions in new philanthropic funding.
</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%2F2/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/kX534d733lf0QUj8ZYVz5lvFgWKOw_M-TsJMe3aHE7Q=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%2F2/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/fGlJXRrPpJdyUP4tKxetqFUhx6M_W5nkI2ImDAKwjkE=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/rzIc_b4st4kG6Cjhuhsq_y6Gc9OPCHLcQT8sMz1aD7A=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/9IZK5odL8BSUA4W5idgOip6g2d1LyWdeBScfKIffE-0=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-d3e165357871/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/bVosAJs240HT-GR5tRBMgOgMObk-lmsgpe-6yQrrXT8=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/DAWglSbVgFEdKZxmG9awLZ5fUpSV8RIT8y4ObYMdEKs=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/4nSAGd4aGcX2mViUGPOUe2Clt7BLEc8uuMTvF4dbcac=452"><span>Andrew Tan</span></a>, <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Faliiaminian%2F/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/EnEByYUa_Jfd-VXI-p6QWT7GZzJROi3ppyn4mwNIBr8=452"><span>Ali Aminian</span></a>, & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fjacob-turner-7521a8198%2F/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/5Ti7aY3iNH8w1-4BpdqRnSpVG_lD4asywEy6SwHrdkI=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/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/VVvNQU1hDkh8djTsFnK3eRM2CwaHEtD2siHgFS8x32A=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=0894d56c-543e-11f1-91f2-05c725315fbb%26pt=campaign%26pv=4%26spa=1779282038%26t=1779283012%26s=71d06e6ff149394f9beb0e8ca20bab3c026756ad7eef19f5ef6c3ded4cd7bd1c/1/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/UtBHllmDATSTUXK_8hBXLXJdydNXh4lFTUbPvHBQy6E=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/CI0/0100019e45882b25-7859a778-a406-4353-a063-cc47b8684c34-000000/tXAihz2UrL1Pjs9kQpTK4p64VE1xR01npapXTpEU3Z8=452" style="display: none; width: 1px; height: 1px;">
</body></html>