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Electricians' big buildout bet
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Plus: AMD's threat to Nvidia's chip dominance.
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Tuesday, July 21, 2026
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The data center building boom may end before new electricians get licensed
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Thousands of workers are training to become electricians, chasing a data center boom moving far faster than a journeyman license can be earned. It takes three to five years under Bureau of Labor Statistics rules, so anyone starting now won't qualify until 2028 at the earliest. At that point, the AI buildout may already be over.
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Applications for electrical apprenticeships jumped more than 70% between 2022 and 2024, according to Validated Insights,
and the electricians' union, the IBEW, now counts more apprentices than ever. Roughly 55% will drop out before finishing, according to research firm Mathematica, but the surge is so large that a wave of new journeymen could graduate right as construction winds down.
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Stargate shows how fast that boom can move. It broke ground in 2024 and reached the grid within a year. Apprenticeships can't compress the same way. Meta's Hyperion project won't finish until 2030, the
same year a 2025 apprentice would earn a license, and around the time Goldman Sachs expects the boom to end.
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A finished data center needs only a skeleton crew. Stargate will keep just 57 staff in permanent positions, according to Bloomberg. The electricians who move on will have to wire electric vehicle chargers, heat pumps, and electrified factories instead.
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Sponsored
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The $2 Trillion Asset Class You're Missing
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While retail investors chase volatile tech stocks, institutions like BlackRock and KKR are quietly allocating billions to private credit—a market that's grown 19x since 2006 and now approaches $2 trillion globally.
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<span style="background-color:rgba(0,0,0,0);color:#121721;font-size:16px;line-height:1.6">
Why? Private credit offers what traditional
portfolios increasingly lack: consistent yield potential (Percent's marketplace delivered 14.9% average net returns in 2024), lower correlation to public markets, and shorter investment horizons averaging just 9 months.
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<span style="background-color:rgba(0,0,0,0);color:#121721;font-size:16px;line-height:1.6">
With Percent, accredited investors can now access the same institutional-quality deals that were once exclusive to the ultra-wealthy. Start with as little as $500 and get up to $500
on your first investment. Invest like the smart money.
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Access Institutional-Grade Private Credit
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Today's Poll
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<div class="editor-email-poll" data-pollid="3e9925a1-731c-4fd8-94d4-e36e49b507ab">
<h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;font-weight:bold;color:#121721">
Is
training as an electrician worth it?
</h2>
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<br/>
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<div class="editor-poll-answers classic">
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<table align="center" border="0" cellpadding="0" cellspacing="0" style="border:none;border-spacing:0;border-collapse:collapse;mso-table-lspace:0;mso-table-rspace:0;mso-margin-top-alt:0px;mso-margin-bottom-alt:0px;mso-padding-alt:0px 0px 0px 0px;margin-left:auto;margin-right:auto" width="100%">
<tbody>
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<td height="40" style="vertical-align:middle;text-align:center;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721" valign="middle">
<!--[if !mso]><!-->
<a style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: 1px solid #000000; display: block; " target="_blank">
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<td align="center" bgcolor="#000000" style="text-align:center;vertical-align:middle;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721" valign="middle">
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<tbody>
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<td align="center" bgcolor="#000000" style="text-align:center;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721">
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Yes. Demand is growing for skilled workers
</span>
<!--<![endif]-->
<!--[if mso]><a
href="https://www.ne16.com/t/10998409/222404108/10208424/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNy0yMQ&x=f72908d0" target="_blank" style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">Yes. Demand is growing for skilled
workers</a><![endif]-->
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</tbody>
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<tbody>
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<td align="center" bgcolor="#000000" style="text-align:center;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721">
<table align="center" border="0" cellpadding="0" cellspacing="0" style="border:none;border-spacing:0;border-collapse:collapse;mso-table-lspace:0;mso-table-rspace:0;mso-margin-top-alt:0px;mso-margin-bottom-alt:0px;mso-padding-alt:0px 0px 0px 0px;margin-left:auto;margin-right:auto" width="100%">
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<tbody>
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<td align="center" bgcolor="#000000" style="text-align:center;vertical-align:middle;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721" valign="middle">
<table align="center" bgcolor="#000000" cellpadding="0" cellspacing="0" style="-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;margin-left:auto;margin-right:auto" width="100%">
<tbody>
<tr>
<td align="center" bgcolor="#000000" style="text-align:center;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721">
<!--[if !mso]><!-->
<span style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">
No. The AI data center boom will fade
</span>
<!--<![endif]-->
<!--[if mso]><a
href="https://www.ne16.com/t/10998409/222404108/10208425/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNy0yMQ&x=04954125" target="_blank" style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">No. The AI data center boom will
fade</a><![endif]-->
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<td align="center" bgcolor="#000000" style="text-align:center;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721">
<table align="center" border="0" cellpadding="0" cellspacing="0" style="border:none;border-spacing:0;border-collapse:collapse;mso-table-lspace:0;mso-table-rspace:0;mso-margin-top-alt:0px;mso-margin-bottom-alt:0px;mso-padding-alt:0px 0px 0px 0px;margin-left:auto;margin-right:auto" width="100%">
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<!--[if !mso]><!-->
<a style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: 1px solid #000000; display: block; " target="_blank">
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<tbody>
<tr>
<td align="center" bgcolor="#000000" style="text-align:center;vertical-align:middle;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721" valign="middle">
<table align="center" bgcolor="#000000" cellpadding="0" cellspacing="0" style="-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;margin-left:auto;margin-right:auto" width="100%">
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<tr>
<td align="center" bgcolor="#000000" style="text-align:center;-webkit-border-radius:25px;-moz-border-radius:25px;border-radius:25px;font-size:16px;font-family:Arial,Helvetica,sans-serif;color:#121721">
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<span style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">
It depends on the area's long-term needs
</span>
<!--<![endif]-->
<!--[if mso]><a
href="https://www.ne16.com/t/10998409/222404108/10208426/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNy0yMQ&x=1149b1c8" target="_blank" style="-webkit-border-radius: 25px; -moz-border-radius: 25px; border-radius: 25px; color: #00D5FF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">It depends on the area's long-term
needs</a><![endif]-->
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<h1 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:32px;font-weight:bold;color:#121721">
<span style="font-family:Arial">
Here's what you need to know
</span>
</h1>
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<td class="snippet td100" colspan="6" style="width:600px;position:static;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:16px;color:#121721" width="600">
<table align="center" border="0" cellpadding="0" cellspacing="0" class="dragndrop" data-rss-posts="undefined" height="100%" style="table-layout:fixed;margin-left:auto;margin-right:auto" width="100%">
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<a aria-label="NurPhoto / Getty Images" style="color:#121721" target="_blank" title="NurPhoto / Getty Images">
<img alt="NurPhoto / Getty Images" class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fqz.com%252Fcdn-cgi%252Fimage%252Fwidth%253D640%252Cheight%253D360%252Cfit%253Dcover%252Cquality%253D85%252Cformat%253Dauto%252Fhttps%253A%252F%252Fassets.qz.com%252Fmedia%252FGettyImages-2261716767.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODQ2Mjg1NjguMDUwODYxfQ:1wm7Pk:e7Nlq22y0hmFfLJ9n5VlBiAPMDVoD-Q0exbToRduLJs" style="width:200px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color:#17253D">
<a data-linktext="Judge temporarily blocks Paramount's Warner Bros. merger." data-linktype="Normal" style="color:#17253D" target="_blank">
Judge temporarily blocks Paramount's Warner Bros. merger.
</a>
</strong>
U.S. District Judge Araceli Martínez-Olguín granted a 14-to-28-day restraining order on the $110 billion deal after a 12-state
coalition argued it would harm competition. A hearing on a longer-term injunction is set for Aug. 3.
</div>
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<td class="td100" colspan="6" height="24" style="background-color:#F9F8F6;width:600px;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#121721" width="600">
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<a aria-label="Bloomberg / Getty Images" style="color:#121721" target="_blank" title="Bloomberg / Getty Images">
<img alt="Bloomberg / Getty Images" class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fqz.com%252Fcdn-cgi%252Fimage%252Fwidth%253D640%252Cheight%253D360%252Cfit%253Dcover%252Cquality%253D85%252Cformat%253Dauto%252Fhttps%253A%252F%252Fassets.qz.com%252Fmedia%252FGettyImages-2275118571.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODQ2Mjg1NjguMDUxMDM2MX0:1wm7Pk:ttR4OPJWHnqqstSO2rKGRJK8Jk4wQmC_KbpS2cMKOuY" style="width:200px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color: var(--blue-cta-default)">
<a data-linktext="Gas prices climb back to $4 a gallon." data-linktype="Normal" style="color:#17253D" target="_blank">
Gas prices climb back to $4 a gallon.
</a>
</strong>
The American Automobile Association put the national average at $4.003, up 13 cents weekly and 86 cents over the last year, after Washington reimposed a naval blockade on Iranian ports in the Strait of Hormuz. Brent crude topped $90 a barrel.
</div>
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<a aria-label="NurPhoto / Getty Images" style="color:#121721" target="_blank" title="NurPhoto / Getty Images">
<img alt="NurPhoto / Getty Images" class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fqz.com%252Fcdn-cgi%252Fimage%252Fwidth%253D640%252Cheight%253D360%252Cfit%253Dcover%252Cquality%253D85%252Cformat%253Dauto%252Fhttps%253A%252F%252Fassets.qz.com%252Fmedia%252FGettyImages-2266883826.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODQ2Mjg1NjguMDUxMTc5NH0:1wm7Pk:EJva9VlkAydL02-0r3-JyzlrZaovYZ1loIMAFHzrB3E" style="width:200px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color:#17253D">
<a data-linktext="Alibaba's new
Qwen3.8 model stirs comparisons to Fable 5." data-linktype="Normal" style="color:#17253D" target="_blank">
Alibaba's new Qwen3.8 model stirs comparisons to Fable 5.
</a>
</strong>
Alibaba says the model is among the largest AI systems built. Even without independent benchmarking, the announcement sent the company's shares up 5.4%. Developers can try the model at a tenth of its usual price during the preview.
</div>
</td>
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<td class="td100" colspan="6" height="24" style="background-color:#F9F8F6;width:600px;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#121721" width="600">
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<a aria-label="Bloomberg / Getty Images" style="color:#121721" target="_blank" title="Bloomberg / Getty Images">
<img alt="Bloomberg / Getty Images" class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fqz.com%252Fcdn-cgi%252Fimage%252Fwidth%253D640%252Cheight%253D360%252Cfit%253Dcover%252Cquality%253D85%252Cformat%253Dauto%252Fhttps%253A%252F%252Fassets.qz.com%252Fmedia%252FGettyImages-2202653376.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODQ2Mjg1NjguMDUxMjg1NX0:1wm7Pk:Fh7SR3N-Go2k9gNR8CNtScOml3JaH82DqZyGNPHYi_8" style="width:200px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color:#17253D">
<a data-linktext="TSMC
raises its total Arizona investment to $265 billion." data-linktype="Normal" style="color:#17253D" target="_blank">
TSMC raises its total Arizona investment to $265 billion.
</a>
</strong>
CFO Wendell Haung said the additional $100 billion will cover new wafer fabrication and advanced packaging plants in Arizona. TSMC had already raised its full-year spending guidance to $64 billion last week, citing the same AI chip demand surge.
</div>
</td>
</tr>
<tr style="background-color:#F9F8F6">
<td class="td100" colspan="6" height="24" style="background-color:#F9F8F6;width:600px;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#121721" width="600">
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<a aria-label="Mike Campbell / NurPhoto via Getty Images" style="color:#121721" target="_blank" title="Mike Campbell /
NurPhoto via Getty Images">
<img alt="Mike Campbell / NurPhoto via Getty Images" class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fqz.com%252Fcdn-cgi%252Fimage%252Fwidth%253D640%252Cheight%253D360%252Cfit%253Dcover%252Cquality%253D85%252Cformat%253Dauto%252Fhttps%253A%252F%252Fassets.qz.com%252Fmedia%252FGettyImages-2235997872.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODQ2Mjg1NjguMDUxMzg2NH0:1wm7Pk:QRIqW6jgp6pjL_5E2w-R3VV-fB8E_LSbzqCX6LnD3J8" style="width:200px;vertical-align:middle;border:0" width="200"/>
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<strong style="color: var(--blue-cta-default)">
<a data-linktext="DOJ clears TikTok for use on federal government devices." data-linktype="Normal" style="color:#17253D" target="_blank">
DOJ clears TikTok for use on federal government devices.
</a>
</strong>
The Justice Department's Office of Legal Counsel found the app's restructured joint venture no longer falls under the 2022 ban, since ByteDance retains only a 19.9% stake and no voting control. Agencies still have discretion to prohibit it.
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<a data-linktext="Kinja Deals by The Inventory" data-linktype="Normal" style="color:#17253D" target="_blank">
Kinja Deals by The Inventory
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helps shoppers find worthwhile discounts without spending hours searching. Published Monday through Saturday, the newsletter features more than 30 handpicked deals in every issue from Amazon, Walmart, Target, and 300+ other retailers. From tech and home goods to everyday essentials, gifts, and seasonal finds, it is an easy way to spot the sales worth your time.
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Bloomberg / Getty Images
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<h1 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:32px;font-weight:bold;color:#121721">
<span style="font-family:Arial">
Microsoft just gave AMD
its biggest shot yet at breaking Nvidia's AI chip grip
<span class="ql-cursor">
</span>
</span>
</h1>
</td>
</tr>
<tr class="trpad10">
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<div>
<span style="line-height: 1.6; font-size: 16px">
Microsoft is putting AMD's Helios rack-scale AI system to work across Azure, running inference for frontier AI models, its own AI products, and
Azure's AI services. AMD announced the move Monday, and the first systems are due to ship to Microsoft and other customers in the second half of 2026.
</span>
</div>
<div>
<br/>
</div>
<div>
<span style="line-height: 1.6; font-size: 16px">
Helios combines AMD's Instinct MI455X GPUs, EPYC Venice CPUs, Pensando networking chips, and ROCm software into one integrated platform built for large-scale AI training and inference. Azure will run it for frontier model inference, plus enterprise workloads deployed through Azure Foundry Managed
Compute.
</span>
</div>
<div>
<br/>
</div>
<div>
<span style="line-height: 1.6; font-size: 16px">
The deal reaches beyond AI chips. Azure is adding two new VM series on 6th Gen EPYC Venice chips, one for agentic AI, the other for semiconductor design. Microsoft is also expanding AMD Pensando networking chips across its cloud infrastructure and integrating them with Azure Boost. That system speeds up networking performance across the fleet.
</span>
</div>
<div>
<br/>
</div>
<div>
<span style="line-height: 1.6; font-size: 16px">
Nvidia has dominated AI
infrastructure for years, and no rival has challenged it at this scale before. Microsoft is betting on AMD's full stack, chips, networking and software, across one of the world's largest clouds. Whether Helios performs at that scale will show if AMD has finally built a genuine alternative to Nvidia.
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</span>
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Sponsored
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<span style="color:#121721">
Pay 0% intro APR into 2028
</span>
</h2>
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<span style="background-color:rgba(0,0,0,0);color:#000000;font-size:16px">
A long intro APR period can make a real difference when you are trying to pay down debt or plan a larger pur
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chase. The Wells Fargo Reflect® Card, featured by FinanceBuzz, offers 0% intro APR for 21 months from account opening on purchases and qualifying balance transfers, followed by a variable APR. It also has no annual fee.
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