Email: Tesla re-releasing Roadster 🚗, Apple's Neural Engine decomposed 🧠, SpaceXAI's massive battery 🔋

Subject:
Tesla re-releasing Roadster 🚗, Apple's Neural Engine decomposed 🧠, SpaceXAI's massive battery 🔋
Received:
9/14/2026, 1:14:32 PM
From:
"TLDR Hardware" <dan@tldrnewsletter.com>
To:
silk.theater.56@fwdnl.com
&lt;!DOCTYPE html&gt;&lt;html lang="en"&gt;&lt;head&gt;&lt;meta http-equiv="Content-Type" content="text/html charset=UTF-8"&gt;&lt;meta charset="UTF-8"&gt;&lt;meta name="viewport" content="width=device-width"&gt;&lt;meta name="x-apple-disable-message-reformatting"&gt;&lt;title&gt;TLDR Hardware&lt;/title&gt;&lt;meta name="color-scheme" content="light dark"&gt;&lt;meta name="supported-color-schemes" content="light dark"&gt;&lt;style type="text/css"&gt;
			: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;
			}

		&lt;/style&gt;&lt;!--[if mso | ie]&gt;
		&lt;style type="text/css"&gt;
			a {
				background-color: #FEFEFE !important; color: #010101 !important;
			}
			@media (prefers-color-scheme: dark) {
				a {
					background-color: #27292D !important; color: #FEFEFE !important;
				}
			}
	 &lt;/style&gt;
			&lt;![endif]--&gt;&lt;/head&gt;&lt;body class=""&gt;



&lt;div style="display: none; max-height: 0px; overflow: hidden;"&gt;Tesla posted &quot;Go for launch&quot; with a &quot;10.01&quot; graphic, pointing to an October 1 reveal of the second-generation Roadster, first announced back in 2017&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;‌&nbsp;&lt;/div&gt;

&lt;div style="display: none; max-height: 0px; overflow: hidden;"&gt;
&lt;br&gt;
&lt;/div&gt;

&lt;table align="center" class="document"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" class="container" width="600"&gt;&lt;tbody&gt;&lt;tr class="inner-body"&gt;&lt;td&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr class="header"&gt;&lt;td bgcolor="" class="container"&gt;

&lt;table width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container"&gt;



&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" style="margin-top: 0px;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding: 0px;"&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div style="text-align: center;"&gt;
&lt;span style="margin-right: 0px;"&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fhardware%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/XocvModXpHtKNbzyuwtG2KxkIs6XPIX9Ptc3ZrSexsI=452" rel="noopener noreferrer" target="_blank"&gt;&lt;span&gt;Sign Up&lt;/span&gt;&lt;/a&gt;
|&lt;span style="margin-right: 2px; margin-left: 2px;"&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrhardware%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/NBxcvUXCmcqNMbgy-9RnhojhJyaRoSxJsy2ZHbU2xww=452" rel="noopener noreferrer" target="_blank"&gt;&lt;span&gt;Advertise&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;|&lt;span style="margin-left: 2px;"&gt;&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=1%26lc=16701284-84b7-11f0-9483-816a46f2cc57%26p=c8bea172-b007-11f1-9a35-63b81fff681d%26pt=campaign%26t=1789391671%26s=19e656597ce5755d9fc88e2b356d397948002af70c89a05ff1876bad13a023a5/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/s_XlugyF154vbvjpEtVoTUPyafvEg1i2l5L49q9mvdQ=452"&gt;&lt;span&gt;View Online&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;
&lt;br&gt;
&lt;/span&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="text-align: center;"&gt;&lt;span data-darkreader-inline-color="" style="--darkreader-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30px;"&gt;T&lt;/span&gt;&lt;span style="font-size: 30px;"&gt;&lt;span data-darkreader-inline-color="" style="color: rgb(232, 192, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;"&gt;L&lt;/span&gt;&lt;span data-darkreader-inline-color="" style="color: rgb(101, 195, 173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;"&gt;D&lt;/span&gt;&lt;/span&gt;&lt;span data-darkreader-inline-color="" style="--darkreader-inline-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;"&gt;R&lt;/span&gt;
&lt;br&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;br&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;/tbody&gt;&lt;/table&gt;


&lt;table style="table-layout: fixed; width:100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;TLDR Hardware &lt;span id="date"&gt;2026-09-14&lt;/span&gt;&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table style="table-layout: fixed; width:100%;" width="100%"&gt;&lt;tbody&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;tr bgcolor=""&gt;&lt;td class="container"&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding: 0px;"&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;📱&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Headlines and Launches&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftechcrunch.com%2F2026%2F09%2F12%2Ftesla-says-it-will-finally-unveil-the-second-generation-roadster-on-october-1%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/_EoubvbSV6u_QGn4seqD3jC63mQglEwRtlbUQqSKvTA=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Tesla sets October 1 unveiling for the long-delayed second-gen Roadster (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Tesla posted "Go for launch" with a "10.01" graphic, pointing to an October 1 reveal of the second-generation Roadster, first announced back in November 2017 and delayed repeatedly since. The Information recently reported the original 2017 design has been scrapped entirely for a new, unrevealed one, and the teaser graphic hints at the promised SpaceX-developed cold gas thrusters meant to let the car briefly fly. Even after next month's unveiling, Musk has previously said the Roadster won't reach actual production for another 12 to 18 months.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FDJhDoD/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/y6x3ectzfN0zsbxk7PHTaI9gL_hp4QX30oYVuWZCA5U=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Robert Friedland warns copper supply can't keep up with AI, EVs, and reindustrialization (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Ivanhoe Mines founder Robert Friedland, on Bloomberg's Odd Lots podcast, argued the world isn't close to having enough copper for what's coming, with copper up 15% this year as demand from data centers, electric vehicles, and global reindustrialization compounds on top of the metal's already-tight supply. He framed US tariffs as a potential fix rather than just a cost, arguing that if a 30% tariff pushed copper from $6 to $7.80 a pound, domestic mining could again afford unionized US labor, pointing out that 10% of all copper ever mined came from Arizona before manufacturing and refining capacity was largely outsourced to China.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🔨&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Engineering and Applications&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;


&lt;table style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fane-guide.readthedocs.io%2Fen%2Flatest%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/VNnEqOGTr87QTRfoWyZNtcKC8fL3-IrfI200g_YA_3s=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Georgia Tech researcher reverse-engineers Apple's Neural Engine from silicon to firmware (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Every Apple chip since the A11 and M1 ships a Neural Engine that runs on-device AI across over 2.5 billion active devices, yet Apple has never published an instruction set, driver interface, or way to even confirm a computation ran on it. This guide bypasses Core ML entirely, reaching the ANE directly through the compiler, runtime, kernel driver, and firmware via a mix of live silicon measurement and static/dynamic reverse engineering, cross-checking both methods against each other.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fen.sedaily.com%2Finternational%2F2026%2F09%2F12%2Famazon-bets-on-hollow-core-fiber-to-keep-a-million-chips-in%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/OIy-kfQ3Ef3tpCFO8Oj476bkknxaxt78l6uMBsXIFBw=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Amazon Bets on Hollow Core Fiber to Keep a Million Chips in Sync (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    AWS is wiring AI data centers with hollow core fiber, an air-filled strand that moves light about 50% faster than glass and cuts latency roughly 30%. Amazon has already deployed it across more than 10 sites so million-chip clusters can stay synchronized as facilities spread out for power and land.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🧠&lt;/span&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Research and Prototypes&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.ionq.com%2Fnews%2Fionq-launches-superion-product-line-industry-leading-upgradeable-platform-designed-to-scale-manufacturable-fault-tolerant-quantum-computing%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/u5ZRBwrpI_Jyp33eMkLQ0EK0WXdfMS-L2wGZgQxu9go=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;IonQ debuts sixth-gen Superion QPU, moving qubit control onto the chip itself (3 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    IonQ unveiled its sixth-generation quantum computing platform, Superion 256, built around Electronic Qubit Control (EQC), integrating the control electronics directly onto CMOS silicon using standard high-volume semiconductor fabrication rather than the racks of external control electronics trapped-ion systems normally depend on. That integration is what shrinks the whole system down to fit in a standard server rack running on typical data center power and cooling, while significantly cutting cost-per-qubit.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsemiengineering.com%2Freducing-hbm-ecc-controller-overhead-for-ai-inference-rpi-ibm%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/XS4sWwN5xKG8iQm5PYh0SNF9dzP4WVF1P0y_EE8lC30=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;RPI and IBM propose REACH, a memory controller that cuts HBM error-correction overhead for LLM inference (2 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Stronger HBM error correction usually means long-span codes that protect more efficiently, but coupling every small memory access to span-wide state and decoding at full HBM bandwidth is normally too costly to implement directly. REACH sidesteps that by exploiting a property specific to LLM decode workloads: reads are sequential, so they can be aggregated across a span cheaply, while writes are sparse, keeping parity-update traffic low. The controller uses standard inner codes to fix common errors and flag whichever chunks it can't resolve, then falls back to a long outer code reserved specifically for repairing those flagged erasures, avoiding the cost of running heavy decoding on every access.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;🎁&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;strong&gt;&lt;h1&gt;Miscellaneous&lt;/h1&gt;&lt;/strong&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.canarymedia.com%2Farticles%2Fbatteries%2Fxai-massive-battery-memphis-data-center%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/zFPDh1HcVDe_G7cLJjwySLo260eYFklqJXJZhFGTUKY=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;SpaceXAI quietly builds what may be the nation's largest grid battery at its Memphis site (5 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Satellite imagery from July shows 720 Tesla Megapacks installed at SpaceXAI's Colossus 2 data center in Memphis, equating to roughly 2.8 gigawatt-hours and 720-1,400 megawatts depending on the exact model, with company and utility executives separately describing the completed system as 3.3 GWh or 2,000 MW of instant discharge, either of which would top the current largest US grid battery at California's Edwards &amp; Sanborn plant.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdronexl.co%2F2026%2F09%2F11%2Fzipline-drones-dive-for-speed-quieter%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/rL9Gi9Z_FDs4l_i9PSRQ5hUOWZAkaEdFRgUPMzGjYjM=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Zipline's drones now dive for speed and climb to brake, no new hardware required (4 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Zipline shipped a software update, "Dynamic Flight Trajectories," that replaces its drones' flat climb-cruise-descend flight profile with a wave shape: climb while already moving, dip to build speed, deliver from altitude, then climb again to shed speed before landing, letting gravity do work the motors used to handle. The company reports the median mission got 48 seconds shorter, left 40.6 watt-hours more in the battery on landing, and brought the hottest hover motor home 8.9°C cooler, all from a firmware download to the existing fleet.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;



&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;&lt;span style="font-size: 36px;"&gt;⚡&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding-top: 0px; padding-bottom: 0px;"&gt;
&lt;div class="text-block"&gt;
&lt;div style="text-align: center;"&gt;

&lt;h1&gt;&lt;strong&gt;Quick Links&lt;/strong&gt;&lt;/h1&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top"&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.tomshardware.com%2Fpc-components%2Fcpus%2Fapples-a20-pro-shatters-geekbench-7-single-core-record-2nm-chip-beats-desktop-intel-core-i9-and-amd-ryzen-9-by-up-to-32-percent%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/kGyfT90ZjyD_3wwnwl_2B7FcccmT3UyDqPigo59Fvxk=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Apple's A20 Pro shatters Geekbench 7 single-core record (6 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Apple's A20 Pro set a Geekbench 7 single-thread record, beating desktop Intel Core i9 and AMD Ryzen 9 chips by up to 32%.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2Fi3oTQ4/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/uorkFtapXtJyXEEN-CIdhLki1PC-85ze91buBVyaTFE=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Microsoft plans to triple data center capacity to 38 gigawatts by 2032 (4 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Microsoft is planning to grow its global data center footprint from roughly 12 gigawatts today to more than 38 gigawatts by 2032.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.macobserver.com%2Fnews%2Fmacos-27-golden-gate-drops-intel-macs-rosetta%2F%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/KL2ky41ClDoMO2yHIemBKhDo1ErSLlikb0f4WePz3mE=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;macOS 27 Golden Gate drops Intel Macs and Rosetta (3 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    macOS 27 ships Monday as Apple silicon only, so Intel Macs are locked out of the free update for the first time.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnvlabs.github.io%2FSana%2FSol-Engine%2FSol-H3-Spark%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/v5DfOh2szMY-wzMRn5fjVT9ur7-x24LVXKFjnouVR90=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Sol-H3: Speed-of-Light MiniMax-H3 on Single NVIDIA DGX Spark (14 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    NVIDIA Research's Sol-H3 pipeline turns a prompt into a 5-second 768p video with audio on one DGX Spark Blackwell in about 56 seconds end-to-end, roughly 6.7x faster than a quantized 4-step baseline.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block"&gt;
&lt;span&gt;
                                &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fasia.nikkei.com%2Fbusiness%2Ftech%2Fsemiconductors%2Ffujitsu-to-export-ai-chips-built-on-supercomputer-tech-to-us-asia%3Futm_source=tldrhardware/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/tWkVbweK2YjpYcvTJDierXObhjWsTQA-0N1zm35gvFE=452"&gt;
                                    &lt;span&gt;
                                        &lt;strong&gt;Fujitsu to export AI chips built on supercomputer tech to US, Asia (3 minute read)&lt;/strong&gt;
                                    &lt;/span&gt;
&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;span style="font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, Verdana, sans-serif;"&gt;
                                    Fujitsu will export Monaka, its 2nm CPU built on Fugaku supercomputer technology and manufactured by TSMC, to the US and Asia starting in 2027.
                                &lt;/span&gt;
&lt;/span&gt;
&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;






&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;"&gt;

&lt;p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;"&gt;
Want to advertise in TLDR? 📰
&lt;/p&gt;
&lt;div class="text-block" style="margin-top: 10px;"&gt;
If your company is interested in reaching an audience of hardware professionals and decision makers, you may want to &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrhardware%26utm_medium=newsletter%26utm_campaign=advertisecta/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/TNZ0A7OhyHrVerYgRxmJ35D_jeCtAUxLJOWL5EiL6FA=452"&gt;&lt;strong&gt;&lt;span&gt;advertise with us&lt;/span&gt;&lt;/strong&gt;&lt;/a&gt;.
&lt;/div&gt;
&lt;br&gt;

&lt;!-- New "Want to work at TLDR?" section --&gt;

&lt;p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;"&gt;
Want to work at TLDR? 💼
&lt;/p&gt;
&lt;div class="text-block" style="margin-top: 10px;"&gt;
&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/vkTjEIe-vIWodKj6I_t_abnBLSiN8pYm6ZsKcLeErd0=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"&gt;&lt;strong&gt;Apply here&lt;/strong&gt;&lt;/a&gt;,
&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2Fc227b917-a6a4-40ce-8950-d3e165357871/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/D5Qvo_YNJkJAprc6CSR-4fcilYNRY07tR4WsDXmk4JM=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"&gt;&lt;strong&gt;create your own role&lt;/strong&gt;&lt;/a&gt; or send a friend's resume to &lt;a href="mailto:jobs@tldr.tech" style="color: #0000EE; text-decoration: underline;"&gt;jobs@tldr.tech&lt;/a&gt; and get $1k if we hire them! TLDR is one of &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn:li:activity:7401699691039830016%2F/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/dA2AJNF-Ni4wCoYzeBCUV7kkC2Tknfl0TykxR0ICRRU=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"&gt;&lt;strong&gt;Inc.'s Best Bootstrapped businesses&lt;/strong&gt;&lt;/a&gt; of 2025.
&lt;/div&gt;
&lt;br&gt;

&lt;div class="text-block"&gt;
If you have any comments or feedback, just respond to this email!
&lt;br&gt;
&lt;br&gt; Thanks for reading,
&lt;br&gt;
&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fkshitij-sudan%2F/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/ZbbVdpRhqLLl7O62rpBiyCEp1klcSfNgEKIBzndfVdw=452"&gt;&lt;span&gt;Kshitij Sudan&lt;/span&gt;&lt;/a&gt; &amp; &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fadinikumbh/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/FjneqrA7xzlmkniMXmc_XD6wUnox3uMOsLaKrEnTcD4=452"&gt;&lt;span&gt;Adi Nikumbh&lt;/span&gt;&lt;/a&gt;
&lt;br&gt;
&lt;br&gt;
&lt;/div&gt;
&lt;br&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;

&lt;table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td class="container" style="padding: 15px 15px;"&gt;
&lt;div class="text-block" id="testing-id"&gt;
&lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fhardware%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/8EUJSigOSmk2SDROjyDWm8eEQt91CsOAnWWQ7HniGdg=452"&gt;Manage your subscriptions&lt;/a&gt; to our other newsletters on tech, startups, and programming. Or if TLDR Hardware isn't for you, please &lt;a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=516aef72-d5bc-11ee-9229-6b70acf0ae94%26lc=16701284-84b7-11f0-9483-816a46f2cc57%26p=c8bea172-b007-11f1-9a35-63b81fff681d%26pt=campaign%26pv=5%26spa=1789390951%26t=1789391671%26s=7c041696eb6647776e5bf3f246b81cc74eaa318b93f8dad3dfdc8c373f9bb952/1/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/3dAis4xwg-k6-rp7FE2fa4-nin9uH2zjaYt35JoNHPw=452"&gt;unsubscribe&lt;/a&gt;.
&lt;br&gt;

&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;


&lt;img alt="" src="http://tracking.tldrnewsletter.com/CI0/010001a0a00e12db-6caebded-52dc-4618-859e-25793e54391c-000000/vcUwbh4-9CU7FEyCenaAlphyxssVtkQ6Opj515fZkas=452" style="display: none; width: 1px; height: 1px;"&gt;
&lt;/body&gt;&lt;/html&gt;
Email Content
