<!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</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;">SpaceX has been hunting for a spectrum that works well in cities and dense areas for its wireless network. It is considering buying competitors </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%2Fsignup%3Futm_source=tldr/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/5eGschKdsNCLyzFgdddSktb2j7OMokgk4V4HuCw--ho=452" rel="noopener noreferrer" target="_blank"><span>Sign Up</span></a>
<span>|</span><span style="margin-right: 2px; margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/Hw1R8E5yZoIlMSYsTYN5XcRUA3yYcke9QvVln4dLN-k=452" rel="noopener noreferrer" target="_blank"><span>Advertise</span></a></span><span>|</span><span style="margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=1%26lc=0a5e7d0a-84b7-11f0-921a-b90f05b5bd4b%26p=b6ee25f2-8bf5-11f1-9a1f-23c88f4315e3%26pt=campaign%26t=1785407466%26s=ae119189de70c10d2a40d0056e9ec4b0fe07642dade5075d1ec2ef3299f379a4/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/FkS8yKK1YjKD0Bt3DVhFwug1IgOtvJoMngNrShZQdZs=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%2Fwww.tines.com%2F3b%3Futm_source=tldr-tech%26utm_medium=paid_media%26utm_campaign=2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26utm_content=newsletter-july-30_header_introducing_tines_3b%26utm_term=3b-practitioner/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/XEsWnc6GZl6ivQA8MoFQtjrYuldygCjfNA7jr8cSaU0=452"><img src="https://images.tldr.tech/tines50.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Tines"></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 <span id="date">2026-07-30</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%2Fwww.tines.com%2F3b%3Futm_source=tldr-tech%26utm_medium=paid_media%26utm_campaign=2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26utm_content=newsletter-july-30_header_introducing_tines_3b%26utm_term=3b-practitioner/2/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/hpKa_uJddL1xHet9WhXZ3GjMQjDLC336rCYHtMRScrE=452">
<span>
<strong>Introducing Tines 3B: The single, secure environment for your agents, apps and automations (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.tines.com%2F3b%3Futm_source=tldr-tech%26utm_medium=paid_media%26utm_campaign=2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26utm_content=newsletter-july-30_body_intro_tines_3b%26utm_term=3b-practitioner/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/hUwVk3i5rD8yvtZte_ue9qZAtdxCea6eSuxJus-f968=452" rel="noopener noreferrer nofollow" target="_blank"><span>Tines 3B</span></a> gives every team the power to build with AI, and gives IT the control to run and monitor that work safely.
<p></p>
<p>With Tines 3B: </p>
<ul>
<li>Turn ideas into production-ready apps, agents, and automations in any stack. </li>
</ul>
<ul>
<li>Keep data secure at every step and ship workflows that improve over time. </li>
<li>Get end-to-end visibility on spend, workflow performance, and value. </li>
</ul>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flogin.tines.com%2Fsaml_idp%2Fsignup%3Futm_source=tldr-tech%26utm_medium=paid_media%26utm_campaign=2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26utm_content=newsletter-july-30_body_outro_started_%253E%26utm_term=3b-practitioner/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/5VGjHqO7HqC66MFa6smAq_mXkXq8ChAK1t7Fa12hZ_k=452" rel="noopener noreferrer nofollow" target="_blank"><span>Get started today > </span></a></p>
<p>On August 19th, hear from Headspace on how they're governing AI at scale with Tines 3B. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.tines.com%2Fwebinars%2Ftaming-wild-code-with-tines-3b-the-headspace-story%2F%3Futm_source=tldr-tech%26utm_medium=paid_media%26utm_campaign=2026-07-30_Primary_Tines%2BSecurity%2BServices%2BLtd%26utm_content=newsletter-july-30_cta_register/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/qz9KDp5ty0vwOUW7J9hdccWmyLKvw9EUBQO1E_1amIY=452" rel="noopener noreferrer nofollow" target="_blank"><span>Register now</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></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>Big Tech & Startups</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.semafor.com%2Farticle%2F07%2F29%2F2026%2Fspacex-looks-to-compete-with-the-carriers%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/HiseM12BNhCTZO6XiBptTCfjyOkDe9-5x9BtzLJFaZE=452">
<span>
<strong>SpaceX looks to compete with the carriers (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
SpaceX has been hunting for a spectrum that works well in cities and dense areas for its wireless network. It is considering buying competitors to acquire the spectrum or competing at a government auction set for next year. The company has expressed interest in building its own terrestrial networks and has demonstrated a prototype mobile handset to some investors. Entering into the mobile market is capital intensive, so SpaceX could ultimately choose not to follow through on these plans.
</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%2F07%2F29%2Fopenai-cfo-sarah-friar-tells-employees-arr-in-july-topped-all-of-q2.html%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/MNUuLosudtKAn8_m2VdBKQjC2tZIHhsRFTmlqyod99w=452">
<span>
<strong>OpenAI CFO Sarah Friar tells employees that annualized revenue in July topped all of Q2 (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI's annualized recurring revenue in July exceeded the company's entire second quarter. The growth was driven by the release of the company's GPT-5.6 series of models and ChatGPT Work, as well as growing adoption of Codex. OpenAI is under pressure to justify its $852 billion valuation as it prepares for its IPO. It has been racing to bring in new users to generate the revenue needed to help support its infrastructure spending plans.
</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>Science & Futuristic Technology</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.pcmag.com%2Fnews%2Fdoordash-gets-faa-nod-to-run-its-own-drone-delivery-program%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/rvEulOZPBqMfQemmYFXVDcRIgHOHcGKBCV8A9IIY_JQ=452">
<span>
<strong>DoorDash Gets FAA Nod to Run Its Own Drone Delivery Program (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
DoorDash has received permission from the FAA to deliver packages by drone at altitudes below 400 feet. The drones will be built in the company's in-house robotics unit, DoorDash Labs. DoorDash Air aims to cater to any merchant, anywhere. The company will release more information later this year on its drones and how its drone program will fit into DoorDash's broader ecosystem.
</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%2FDx3oFg/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/2xuJr2RX4vUEAtn8NFJ6UycveHBBF2S8QJ07gCUTLxI=452">
<span>
<strong>China Closes the Satellite Gap in Space Race With the US (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
China has accelerated its deployment of civilian and military hardware into orbit. The country's growing constellations of satellites could help it track events on Earth in real time and in greater detail than ever before. This has raised concerns among US officials, who see China's growing array of space-based capabilities as a quest to displace the US as the pre-eminent space power. Western analysts say that China is leading the world in research in sensors and satellite positioning technologies.
</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>Programming, Design & Data Science</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.datadoghq.com%2Fresources%2Fai-era-developer-toolkit%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-toolkit-toolkit-2026aieradeveloper-ai-multi-ww-en-701vy00000kmee2yak-tldr-secondary-073026/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/qdwUtZPdtboKQodb0o74FjS7UM2hKDs3ZdQ4lTbUoCk=452">
<span>
<strong>Datadog's resources for shipping observable AI apps (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Ever feel like you're shipping AI in slow-motion? <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Fai-era-developer-toolkit%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-toolkit-toolkit-2026aieradeveloper-ai-multi-ww-en-701vy00000kmee2yak-tldr-secondary-073026/2/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/w8nC4654NDyLva07uijbRAMCIPFEOQSzD5WYouPiOUU=452" rel="noopener noreferrer nofollow" target="_blank"><span>This Datadog kit</span></a> includes an AI monitoring eBook, product briefs, and an on-demand webinar on software delivery best practices. Download it to get up to speed on delivering observable AI. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Fai-era-developer-toolkit%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-toolkit-toolkit-2026aieradeveloper-ai-multi-ww-en-701vy00000kmee2yak-tldr-secondary-073026/3/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/8TL4P64ki2mQxvhyZ3-NdZcdv9RYfxXkjj3YO_fao6c=452" rel="noopener noreferrer nofollow" target="_blank"><span>Grab your Developer Toolkit for the AI Era</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%2Fblog.bytebytego.com%2Fp%2Fhow-chatgpt-optimizes-its-agent-loop%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/6uHl26M3ze_-ALEygOQS8e91kkLBP9nBX_e9XZwwHMg=452">
<span>
<strong>How ChatGPT Optimizes its Agent Loop: Harness, API, and Inference (26 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI labs are moving faster than ever. However, capability is only half of the picture. Optimizing the cost per successful task makes models more affordable and less costly to serve. This article discusses techniques adopted in frontier labs to make API applications more efficient. It covers what happens when requests are sent to an AI agent, how the harness layer cuts repeated work, and more.
</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%2Fluke.geek.nz%2Fazure%2Feval-gates-for-prompts%2F%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/wyGITimN-ahJ1TVaCB-O6Rp5Y6uarqpfAaUb1U3Pxpc=452">
<span>
<strong>Treat prompt changes like code deploys (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Prompts are dependencies. Changing them can shift downstream behavior with no warning, no failing build, and no obvious signal in the request pipeline. Treat prompts exactly like any other artifact that can change production behavior. Test them, give them a gate, and default that gate to blocking until proven otherwise.
</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:hardware@tldr.tech?utm_source=tldrnewsletter">
<span>
<strong>TLDR is hiring a curator for TLDR Hardware! (TLDR Curator, ~3 hrs/week)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in hardware and want to help curate it, send your LinkedIn or resume to <a href="mailto:hardware@tldr.tech" rel="noopener noreferrer" target="_blank"><span>hardware@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.dwarkesh.com%2Fp%2Fwhy-compute-might-get-10x-more-expensive%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/0Q9bfUEFewketP_7HeodqoglBlofbv_1h8W_TqW4jbY=452">
<span>
<strong>Why compute might get 10x+ more expensive in coming years (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Labs do not want to spend greater and greater shares of compute on inference. The point of inference revenue is to convince investors to spend more money to buy more compute to train bigger models. Spending too much on compute on inference signals that progress has stalled because it's not worth investing more in training. Labs believe that their models will continue to get better, so this only means that compute will get more expensive.
</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%2FQXIcS1/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/uw37Tzm7HfwzimXzozTx8OheXYNxVI98nZfB4a18eeM=452">
<span>
<strong>The Rise of Million-Dollar Companies With Just One Employee (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
A new class of entrepreneurs is launching and running new million-dollar companies on their own. AI's ability to handle various administrative tasks makes it useful for launching solo businesses in many fields. The effect of one-person businesses on the labor market remains to be seen. While many people are worried AI will limit employment opportunities, these solo operators show how the technology can also open new doors.
</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%2Fwww.whitefiber.com%2Fblog%2Fcross-data-center-networking-solution%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=mofu_cross-data-center-networking%26utm_content=cta-1/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/sWt9DJFaYlAN8fkzZbc8_IYfvbjLDoCc484lwx-9GQw=452">
<span>
<strong>Bandwidth has always determined where AI infrastructure gets deployed. Not anymore. (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
WhiteFiber validated 111.2 Tbps across 83km of dark fiber, within 8% of the physical speed of light. Two geographically separated sites. One logical AI supercluster. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.whitefiber.com%2Fblog%2Fcross-data-center-networking-solution%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=mofu_cross-data-center-networking%26utm_content=cta-2/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/BjgTEsMnS-iACGwwvSQU1EB9aKjOdiZ-X-KwXNQYAMI=452" rel="noopener noreferrer nofollow" target="_blank"><span>See the data</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%2FVjNNjp/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/PmiTdW_J3Ob6YWzxvptR7OQ0AcjJLZzA9bqUCZ5jNKk=452">
<span>
<strong>AI Companies Are Recruiting Electricians and Carpenters by the Thousands (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The data center boom is pulling skilled trade workers into remote locations with some of the highest pay and bonuses the industry has ever seen.
</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%2Fperplexityai%2Fnumbat%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/5XPHum0iZFQOmLH-yqheea45BqsCWkvFEzZ-621gEuc=452">
<span>
<strong>numbat (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
numbat provides endpoint visibility into AI agent activity with local detection, optional pre-action blocking, and forensic reconstruction.
</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%2Fzachholman.com%2Fposts%2Fcold-email%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/Xl-i8wEffQFgtYU86QNTKnTdB12c2UmxURqlKU0ZSDI=452">
<span>
<strong>The Cold Email (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
It may be awkward and weird and strange, but it's usually worth the shot to send a cold email.
</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.astralcodexten.com%2Fp%2Fhighlights-from-the-discourse-on%3Futm_source=tldrnewsletter/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/IFb9n7u1FnsMernjHTKaLHso7ilwsu_--uM6cPoTYaU=452">
<span>
<strong>Highlights From The Discourse On The Hugging Face Incident (35 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
There is a consistent pattern of OpenAI's alignment strategies working less well than Anthropic's.
</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%2FCKSM4B/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/6OHXrmuvITmjQ_KI5bj3zcunNwQamoShsVKtiSpWiNw=452">
<span>
<strong>AI's 2008 Moment (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Open-weight models are already being built into critical systems in the US.
</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%2FNxhPsG/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/2Qs5mqumOUI_D7XOe5GU7b91uKSTBcrFC8Cr2MiRBFY=452">
<span>
<strong>How China's Venture Ecosystem Works (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Chinese founders face more pressure and liability, which results in more competent and ruthless companies, but also creates incentives for more froth and fraud.
</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%2Fee4b1634%2F/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/jAnad2E0QurG74utTKugojdX-jmPr8Z_-7ghSIu0gnc=452" style="color: #464ba4; text-decoration: underline;">https://refer.tldr.tech/ee4b1634/</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_8d92ef38c93e%2F1/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/s1_1hNozq5ByatF5yQMDYiUHYiL7jSkpTtRsH8Ez9Bo=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 tech executives, decision-makers and engineers, you may want to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=advertisecta/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/srfPGFGfnxedOHwUVzezFeJvDgoGjEEqbc6YHemmQPU=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/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/E0Jrzkpw9McnaNYwUlhnADLozH3TpueDsLjbTouagiM=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-d3e165357871/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/fnrNvpIs_LYLJc_nFtMRgo7tyqsec7TadsOzZa6RPHs=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/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/p-bA2PZbpmsdk6s1eGHsvp372NjOmOQXLRnyKuzMYUI=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%2Ftldrdan/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/UUe_3MVGZyEW_f8hRSE9lsp5ut33LTLfv9mt2YMzkS4=452"><span>Dan Ni</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2FSteveFlanders22/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/qFg_D_uySr6sr-Cdjj8Vawk46uYAeUKu92thlfHU5Ng=452"><span>Stephen Flanders</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%2Ftech%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/36kjAwTQ2YMm1hOY9rDdsgYTPM5HeCUV6Hb9NpsNRwY=452">Manage your subscriptions</a> to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2%26lc=0a5e7d0a-84b7-11f0-921a-b90f05b5bd4b%26p=b6ee25f2-8bf5-11f1-9a1f-23c88f4315e3%26pt=campaign%26pv=4%26spa=1785405691%26t=1785407466%26s=1a33ebb46fe97087f0cf879ef51be1906c75392ab2f3e358c46d0e0d724b7349/1/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/U1xaP_MM-G-TvoI3cjpwEKDmEaEoulRpf0MZa6bYUsE=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/CI0/0100019fb293eb2a-139447da-437c-4351-af32-4e25fd62d1b2-000000/sfqESdpF0l4iHkGU5RjkF2WRrOiyA5ISd8e0Cz-OfaU=452" style="display: none; width: 1px; height: 1px;">
</body></html>