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<div>
Wednesday, June 17, 2026
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<h1 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:24px;font-weight:bold">
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AI is making software developers faster — just not at shipping software
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<div>
Companies have spent the last two years paying for AI coding
tools on the premise that more code, written faster, means more software delivered. A new study of more than 100,000 developers suggests that premise is wrong.
</div>
<div>
<br/>
</div>
<div>
While the latest AI coding tools produced 741% more lines of code, actual software releases rose only 20%. That gap — between what the tools generate and what teams actually ship — has direct implications for anyone making decisions about AI investment.
</div>
<div>
<br/>
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<div>
The study, from researchers at MIT and Wharton, is the first to trace the effect of AI
coding tools from raw code all the way through to shipped software and real-world usage at scale. Earlier research measured how fast developers completed individual tasks. This one asks whether any of that speed shows up in the final product.
</div>
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<br/>
</div>
<div>
The upshot is that AI and human effort aren't substitutes at any stage beyond raw code generation. You can't replace reviewing, testing, and release management with more lines of code. And doing one step faster doesn't automatically speed up everything that
follows.
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Unlock the Enterprise Superpowers to win
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Meet SuperMobile from T-Mobile for Business: the first and only business plan to combine intelligent performance, built-in security, and seamless satellite coverage to give you the competitive edge.
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Built on the nation’s best network, SuperMobile delivers the high-stakes capabilities your organization demands:
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Intelligent Performance:
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Optimize mission-critical apps in real time with the first nationwide network slice built for business.
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Seamless Continuity:
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Ensure uninterrupted operations anywhere with connectivity powered by the world’s largest satellite constellation.
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Mitigate risk and defend corporate data with robust, deeply embedded encryption and device authentication.
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Stop managing legacy network limitations. Give your enterprise the infrastructure to move from strategy to execution, faster.
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Today's Poll
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Does AI make you more productive?
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Yes. I get a lot more done with AI tools
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<!--[if mso]><a href="https://www.ne16.com/t/10880768/222404108/9991427/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNi0xNw&x=49a08986" target="_blank" style="-webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; color: #FFFFFF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">Yes.
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<td align="center" bgcolor="#105C8E" style="text-align:center;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px;font-size:16px;font-family:Arial,Helvetica,sans-serif">
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No. It adds busywork without real results
</a>
<!--<![endif]-->
<!--[if mso]><a href="https://www.ne16.com/t/10880768/222404108/9991428/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNi0xNw&x=98f121f6" target="_blank" style="-webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; color: #FFFFFF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block; ">No.
It adds busywork without real results</a><![endif]-->
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<table bgcolor="#105C8E" cellpadding="0" cellspacing="0" style="-webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; " width="100%">
<tbody>
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<td align="center" bgcolor="#105C8E" style="text-align:center;-webkit-border-radius:6px;-moz-border-radius:6px;border-radius:6px;font-size:16px;font-family:Arial,Helvetica,sans-serif">
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">
Somewhat. I'm faster but expected to do more
</a>
<!--<![endif]-->
<!--[if mso]><a href="https://www.ne16.com/t/10880768/222404108/9991429/1/1009235/?abb9e380=NGYzZmQyODYtMmZhOS00YzdjLWFkYzktMzQyOGNhZmI3ZDBl&f5d63f87=REIlMjAwNi0xNw&x=09c800c2" target="_blank" style="-webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; color: #FFFFFF; text-decoration: none; font-family: Arial; font-size: 16px; border: none; display: block;
">Somewhat. I'm faster but expected to do more</a><![endif]-->
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</tbody>
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<span style="font-family:Arial;font-size:24px">
Here's what you need to know
</span>
</h1>
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</tr>
<tr>
<td class="snippet td100" colspan="6" style="width:100%;position:static;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:15px">
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<a aria-label="Morteza Nikoubazl / Getty Images" style="color:#105C8E" target="_blank" title="Morteza Nikoubazl / Getty Images">
<img alt="Morteza Nikoubazl / 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-2150291455.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzEwNjMwNn0:1wZnIv:I43jJXZX_L4zliuBXdbQdx7eaUy_hV_BSImyOIgYWeQ" style="width:200px;max-height:338px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color: var(--blue-cta-default)">
<a data-linktext="Tanker operators aren't ready to cross the Strait of Hormuz" data-linktype="Normal" style="color:#105C8E" target="_blank">
Tanker operators aren't ready to cross the Strait of Hormuz
</a>
</strong>
. Shipping groups say uncleared mines and the lack of a formal safety framework are preventing a return to normal transit volume. Roughly 155 tankers remain idle in
Gulf waters, and clearing the vessel queue could take up to 10 days.
</div>
</td>
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<a aria-label="Bruna Santos /
Unsplash" style="color:#105C8E" target="_blank" title="Bruna Santos / Unsplash">
<img alt="Bruna Santos / Unsplash" 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%252Fbruna-santos-nzHYR7W-Kqo-unsplash.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzEwNzYxN30:1wZnIv:RT59BKa1iHKWpdvWgySnLasehm4D5RkETy1Vz_o6zTM" style="width:200px;max-height:338px;vertical-align:middle;border:0" width="200"/>
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<div>
<strong style="color:#105C8E">
<a data-linktext="Chinese retail sales post
their first drop in over three years." data-linktype="Normal" style="color:#105C8E" target="_blank">
Chinese retail sales post their first drop in over three years.
</a>
</strong>
Sales in May dropped 0.6%, missing forecasts of flat growth. Fixed-asset investment contracted more than forecast at 4.1% below year-ago levels. Economists expect Beijing to hold off on new policy until second-quarter GDP data arrives in July.
</div>
</td>
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<a aria-label="Kazuhiro Nogi / Getty Images" style="color:#105C8E" target="_blank" title="Kazuhiro Nogi / Getty Images">
<img alt="Kazuhiro Nogi / 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-2281199159.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzEwODY4NX0:1wZnIv:blmIaQqcpTjawJhe5h2VMWy7VpZWguOXYVDKbdo0H_U" style="width:200px;max-height:338px;vertical-align:middle;border:0" width="200"/>
</a>
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<div>
<strong style="color: var(--blue-cta-default)">
<a data-linktext="Bank of Japan raises interest rates to a 31-year high of 1%." data-linktype="Normal" style="color:#105C8E" target="_blank">
Bank of Japan raises interest rates to a 31-year high of 1%.
</a>
</strong>
The 7-1 vote came as energy costs pushed Japan's producer prices up 6.3% year over year in May. A weaker yen at around
160 per dollar has worsened inflation by driving up import bills and straining subsidy programs.
</div>
</td>
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<a aria-label="NurPhoto / Getty
Images" style="color:#105C8E" 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-2271955278.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzEwOTczfQ:1wZnIv:-8sNsANlECijFCYJzQb4e4hUFgQ2VKiMWm5GrxcFouA" style="width:200px;max-height:338px;vertical-align:middle;border:0" width="200"/>
</a>
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<td class="editor-cell-text td100" colspan="4" style="background-color:#EFEFEF;padding:10px;font-size:15px;font-family:Arial,Helvetica,sans-serif;width:66.6667%;line-height:1.4;vertical-align:top;mso-line-height-rule:exactly">
<div>
<strong style="color:#105C8E">
<a data-linktext="SpaceX is buying AI coding startup
Cursor for $60 billion." data-linktype="Normal" style="color:#105C8E" target="_blank">
SpaceX is buying AI coding startup Cursor for $60 billion.
</a>
</strong>
The all-stock deal is expected to close in the third quarter of 2026, capping a sharp rise from its $2.5 billion valuation in early 2025. Cursor rebuffed two bids from OpenAI, and Microsoft passed before SpaceX exercised its purchase option.
</div>
</td>
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<tr style="background-color:#EFEFEF">
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<a aria-label="Getty Images / Picture Alliance" style="color:#105C8E" target="_blank" title="Getty Images / Picture Alliance">
<img alt="Getty Images / Picture Alliance" 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-2195802149-1920x1281.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzExMTM2NX0:1wZnIv:zSniDLALmvcn1Bbm5a46kZjg5kE160pwjecr8tIt8Z4" style="width:200px;max-height:338px;vertical-align:middle;border:0" width="200"/>
</a>
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<td class="editor-cell-text td100" colspan="4" style="background-color:#EFEFEF;padding:10px;font-size:15px;font-family:Arial,Helvetica,sans-serif;width:66.6667%;line-height:1.4;vertical-align:top;mso-line-height-rule:exactly">
<div>
<strong style="color: var(--blue-cta-default)">
<a data-linktext="Amazon is investing $10 billion in a new data center campus." data-linktype="Normal" style="color:#105C8E" target="_blank">
Amazon is investing $10 billion in a new data center campus.
</a>
</strong>
The campus in Missouri will create more than 400 full-time jobs and generate hundreds of millions in new property taxes over
25 years. Amazon made a separate $10 billion AWS expansion investment in North Carolina last year.
</div>
</td>
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<tr style="background-color:#EFEFEF">
<td class="td100" colspan="6" height="24" style="background-color:#EFEFEF;width:100%;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif">
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<h1 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:24px;font-weight:bold">
<span style="font-size:24px;font-family:Arial">
Recommended
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<table border="0" cellpadding="0" cellspacing="0" class="dragndrop" height="100%" style="table-layout:fixed" width="100%">
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<h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;font-weight:bold">
Entrepreneurial Inspiration and its free
</h2>
<div>
<br/>
</div>
<div>
Stories, insights and what's working right now from Adam Wagner - an investor and advisor to Grüns, owner of Raindrop (the agency behind Dr. Squatch) and operator of
VitaWild.
</div>
<div>
<br/>
</div>
<div>
<strong style="color: var(--blue-cta-default)">
<a data-linktext="Subscribe To Adam Wagner's Newsletter" data-linktype="Normal" style="color:#105C8E" target="_blank">
Subscribe To Adam Wagner's Newsletter
</a>
</strong>
</div>
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<a aria-label="Linked image" style="color:#105C8E" target="_blank">
<img 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-2158701296-1920x1278.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZxei5jb20lMkZjZCIsInRpbWUiOjE3ODE2OTEzMjkuMzExMzEyN30:1wZnIv:dJO2XIJ3ISZsALlh2Q6lJGU_xTDjKKWp74C2k2wxWkY" style="width:600px;max-height:338px;vertical-align:middle;border:0" width="600"/>
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<div>
<span style="color:#808080">
Miguel J.
Rodriguez Carrillo / Getty Images
<span class="ql-cursor">
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</span>
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SpaceX is closing in on a $3 trillion market cap just days into trading
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SpaceX stock rose as much as
15% on Tuesday, briefly pushing the rocket company's market capitalization above Microsoft's $2.93 trillion valuation to make it the fourth-largest publicly traded company in the U.S.
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Intraday trading saw SpaceX's valuation reach $2.94 trillion before retreating from that peak. Catching Apple remains a far steeper challenge: The iPhone maker sits in third place with a market value exceeding $4.3 trillion.
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The stock gains
extend a run that began late last week when SpaceX opened on the Nasdaq at $150 per share. SpaceX stock rose 19% in its first session and another 6% on Monday, pushing its market cap past $2 trillion.
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Analyst opinion on the stock remains divided. CFRA set a 12-month price target of $115 on SpaceX shares and opened coverage with a sell rating, pointing to the company's capital-intensive business model, lofty valuation, and highly ambitious growth targets. Dan Ives of Wedbush
Securities struck a bullish tone in comments to CNBC, framing the investment case around a broader technological transformation drawing investor attention toward space, infrastructure, and industrial sectors.
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