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   The AI training fight
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   Plus: A 100% tariff?
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               Tuesday, January 27, 2026
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               Omer Taha Cetin/Anadolu via Getty Images
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               Good morning, Quartz readers! It’s Shannon Carroll with the Daily Brief. Today, AI’s inputs become Exhibit A, Trump plays chicken with Canada’s price tags, Dario Amodei publishes a 38-page AI risk manifesto, and a $100 million house tries a modicum of realism.
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               HERE'S WHAT YOU NEED TO KNOW
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              <strong style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               Minnesota CEOs are urging 
“de-escalation.”
              </strong>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               After an ICE agent shot and killed Alex Pretti, 60 business leaders signed a letter calling for cooperation across state, local, and federal officials
              </span>
              <a data-linktext="to reduce disruption and fear." data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;text-decoration:none;" target="_blank">
               to reduce disruption and fear.
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               
              </span>
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              <strong style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               An AI CEO published a warning shot at AI.
              </strong>
              <span style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               In a 38-page essay, Anthropic’s Dario Amodei argues powerful 
systems are close, the risk is civilizational, and the money is so big that nobody inside the race
              </span>
              <a data-linktext="can be trusted to brake." data-linktype="Normal" style="color:#168DD9;font-size:16px;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFF;text-decoration:none;" target="_blank">
               can be trusted to brake.
              </a>
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              <strong style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               Grok’s image features are now a 
legal problem.
              </strong>
              <span style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               Brussels is investigating X’s spread of nonconsensual sexual deepfakes, treating it as a systemic-risk failure under the DSA,
              </span>
              <a data-linktext="not a moderation snafu." data-linktype="Normal" style="color:#168DD9;font-size:16px;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFF;text-decoration:none;" target="_blank">
               not a moderation snafu.
              </a>
              <span style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               
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20px;line-height:1.5;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
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              <strong style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               Air travel is buckling under ice and logistics.
              </strong>
              <span style="font-size:16px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               Cancellations and delays surged again as the storm moved through major corridors and the 
knock-on effects compounded, turning routine schedules
              </span>
              <a data-linktext="into rolling disruption." data-linktype="Normal" style="color:#168DD9;font-size:16px;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFF;text-decoration:none;" target="_blank">
               into rolling disruption.
              </a>
              <span style="font-size:16px;color:#000000;font-family:Helvetica 
Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               
              </span>
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                  <img class="img100" data-linktype="Normal" data-target="_blank" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Feditor.ne16.com%252Fquartz-prod%252F012626-trade-top.jpg/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZlZGl0b3IubmUxNiIsInRpbWUiOjE3Njk1MTE5NTUuNjc1NTM1N30:1vkgtP:p5rRXbzOFI7P8jCd3U-VxPeBtAT_JCUx_Svr3rs3BtU" style="width:100%;max-height:400px;display:block;max-width:600px;vertical-align:middle;border:0;" width="600"/>
                 </a>
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                <td class="td100" colspan="6" style="padding:10px 20px;font-family:Arial,Helvetica,sans-serif;color:#168DD9;line-height:1.5;width:100%;background-color:#E9F2F9;vertical-align:top;font-size:12px;mso-line-height-rule:exactly">
                 <h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;color:#000;">
                  <span style="font-size:24px;color:#000000">
                   Say Goodbye to Boring Coffee
                   <span class="ql-cursor">
                    
                   </span>
                  </span>
                 </h2>
                </td>
               </tr>
               <tr style="padding-top:10px;padding-bottom:10px">
                <td class="td100" colspan="6" style="padding:10px 20px;line-height:1.5;width:100%;background-color:#E9F2F9;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
                 <div>
                  <span style="font-size:20px;font-family:Arial,Helvetica,sans-serif;color:#000000;background-color:rgba(0,0,0,0)">
                   Like many, my mornings started with 
bland grocery store coffee. Then Trade changed everything by connecting me with a curated selection of roasts perfectly matched to my tastes, crafted by passionate small-batch roasters. I took a quick quiz, and now I enjoy unique, freshly roasted coffees delivered straight to my door. Not only do they taste better than what I was buying before, but supporting local artisans makes me feel great about the money I’m spending on coffee each week. Plus, Trade is offering Quartz readers an exclusive 50% off your first month subscription when you sign
up today. Trust us, you deserve the upgrade. Our only regret—not finding them sooner!
                  </span>
                 </div>
                </td>
               </tr>
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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;" width="100%">
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                                  Take the quiz and find your perfect roast today.
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                                 <!--<![endif]-->
                                 <!--[if mso]><a href="https://www.ne16.com/t/10186937/222404108/9006640/4/1009235/?f5d63f87=UXVhcnR6JTIwRGFpbHklMjBCcmllZiUyMCUyMA&x=4d80bf31" target="_blank" style="-webkit-border-radius: 6px; 
-moz-border-radius: 6px; border-radius: 6px; color: #FFFFFF; text-decoration: none; font-family: Arial; font-size: 18px; font-weight: bold; border: none; display: block; ">Take the quiz and find your perfect roast today.</a><![endif]-->
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#9B9B9B;height:1px;width:100%;text-align:center;background-color:#888888;color:#9B9B9B;margin:0 auto;border-left-width:0;border-right-width:0">
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                <td style="font-size:1px;mso-line-height-rule:exactly;line-height:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#000000">
                </td>
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           <tr style="padding-top:5px;padding-bottom:5px">
            <td class="td100" colspan="6" style="line-height:1.5;width:100%;padding:5px 
20px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
             <h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;color:#000;">
              <span style="font-size:18px;color:#168DD9">
               TRIAL AND ERROR
              </span>
             </h2>
            </td>
           </tr>
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             <div>
              <span style="font-size: 16px">
               The AI boom is about to get cross-examined. More than 50 U.S. copyright lawsuits have already been filed, and 2026 is when the biggest ones will start moving, forcing courts to put a legal name on the industry’s favorite habit: vacuuming up culture and calling it “training.”
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               And this is messy for a business that treats inputs as a competitive moat. Companies argue that revealing too much about what trained their models hands rivals an advantage, so the details
stay sealed even as these systems get installed in schools, hospitals, and workplaces. Europe has moved to require summaries of training data. The U.S. hasn’t.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Not long ago, some companies still showed their ingredients. When GPT-3 launched in 2020, OpenAI released a detailed report and a public “reading list” of training material, including the detail that about 3% was Wikipedia.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Now, the inputs are treated as trade 
secrets while the tools spread. Industries built around copyrighted work accounted for about 8% of U.S. GDP in 2023 and supported nearly 12 million jobs, according to the International Intellectual Property Alliance.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Creators and rightsholders say the value chain has been rerouted without their consent. “You cannot avoid the fact that its sheer existence is because of the songs that I wrote in the past,” ABBA’s Björn Ulvaeus said of AI music tools.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               The lawsuits read like a contents page of culture. Music publishers accuse Anthropic of using song lyrics to train Claude; visual artists are challenging how Google built its image-generation tools; other cases target Stability AI and AI music generators. Disney and Universal sued Midjourney in 2025 as a “bottomless pit of plagiarism,” saying it copied characters without permission.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Judges, for their part, are writing 
competing rulebooks in real time.
              </span>
             </div>
             <div>
              <span style="font-size: 16px">
               In an authors’ case against Anthropic, one judge described AI training as “quintessentially transformative” and likened it to “training schoolchildren to write well.” In a Meta-related ruling, a judge warned training would fail fair use “in many circumstances,” especially where tools risk “flood[ing] the market.”
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               But big rightsholders will likely keep cutting deals, smaller creators will keep getting 
boxed out, and courts will keep improvising the guardrails. The black box doesn’t open politely; it opens under subpoena.
              </span>
              <a data-linktext="Quartz’s Alex Daniel has more on the discovery coming for the data sets." data-linktype="Normal" style="color:#168DD9;font-size:16px;text-decoration:none;" target="_blank">
               Quartz’s Alex Daniel has more on the 
discovery coming for the data sets.
              </a>
              <span style="font-size: 16px">
              </span>
             </div>
            </td>
           </tr>
           <tr style="padding-top:10px;padding-bottom:10px">
            <td align="center" class="td100" colspan="6" style="width:100%;padding-top:10px;padding-bottom:10px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000">
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auto;border-left-width:0;border-right-width:0">
               <tr>
                <td style="font-size:1px;mso-line-height-rule:exactly;line-height:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#000000">
                </td>
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              </table>
             </div>
            </td>
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            <td class="td100" colspan="6" height="24" style="width:100%;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#000000">
             <img src="https://inboxflows.com/_/image/http%253A%252F%252Feditor.ne16.com%252Fspacer.gif/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cCUzQSUyRiUyRmVkaXRvci5uZTE2LiIsInRpbWUiOjE3Njk1MTE5NTUuNjc1ODAxfQ:1vkgtP:CIZPxGgXs5HXaH6qRRC6AqsdUjaEU-kRH_ffyxiyUwE" style="mso-hide:all;display: none;width:0px;height:0px;border:0;"/>
            </td>
           </tr>
           <tr style="padding-top:5px;padding-bottom:5px">
            <td class="td100" colspan="6" style="line-height:1.5;width:100%;padding:5px 20px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
             <h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;color:#000;">
              <span style="font-size:14px;color:#168DD9">
               RECOMMENDED READING
              </span>
             </h2>
            </td>
           </tr>
           <tr>
            <td class="snippet td100" colspan="6" style="width:100%;position:static;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000">
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                 <h2 style="mso-line-height-rule:exactly;Margin:0;line-height:1.5;font-family:Arial;font-size:20px;color:#000;">
                  <strong style="font-family: Georgia, serif; font-size: 20px">
                   The future of tech, decoded.
                  </strong>
                 </h2>
                 <div style="line-height: 1.5">
                  <br/>
                 </div>
                 <div style="line-height: 1.5">
                  <a data-linktext="Semafor 
Technology" data-linktype="Normal" style="color:#105C8E;text-decoration:none;" target="_blank">
                   Semafor Technology
                  </a>
                  unpacks the ideas, innovations, and power shifts redefining the global tech landscape. From AI and machine learning to the startups and policies shaping the industry, each briefing delivers clarity and depth on the tech transforming our world
                 </div>
                 <div style="line-height: 1.5">
                  <br/>
                 </div>
                 <div style="line-height: 1.5">
                  <strong style="color:#105C8E">
                   <a data-linktext="Subscribe for free." data-linktype="Normal" style="color:#105C8E;text-decoration:none;" target="_blank">
                    Subscribe for free.
                   </a>
                  </strong>
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            <td class="td100" colspan="6" height="24" style="width:100%;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#000000">
             <img src="https://inboxflows.com/_/image/http%253A%252F%252Feditor.ne16.com%252Fspacer.gif/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cCUzQSUyRiUyRmVkaXRvci5uZTE2LiIsInRpbWUiOjE3Njk1MTE5NTUuNjc1OTI4OH0:1vkgtP:qN6bzSMCgOOcY7jZcw9r-0AnMmPERfY5fWgJ90BoR7o" style="mso-hide:all;display: none;width:0px;height:0px;border:0;"/>
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            <td align="center" class="td100" colspan="6" style="width:100%;padding-top:10px;padding-bottom:10px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000">
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            </td>
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            <td class="td100" colspan="6" style="line-height:1.5;width:100%;padding:5px 20px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
             <h2 style="mso-line-height-rule:exactly;Margin:0;font-family:Arial;font-size:20px;color:#000;">
              <span style="color:#168DD9;font-size:18px">
               THE PRICE IS FRIGHT
              </span>
             </h2>
            </td>
           </tr>
           <tr>
            <td class="td100" colspan="6" style="padding-right:30px;padding-left:30px;line-height:1.5;width:100%;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000;mso-line-height-rule:exactly">
             <div>
              <span style="font-size: 16px">
               Canadian Prime Minister Mark Carney went to Davos and warned the world that economic integration can turn into a weapon. A few days later, President Donald Trump offered a demonstration if Canada follows through on 
its recently negotiated trade agreement with China — on Truth Social, in all caps, with a 100% tariff as the prop.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Trump wrote that Canada wouldn’t become a “Drop Off Port” for China and said a China deal would trigger an “immediate” tariff. Thank you for your attention, indeed.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               On paper, a 100% tariff sounds like a negotiating gimmick, a big number meant to bully the room. In real life, it’s a price-doubling event at an 
important border, and when the tariff target is your closest supplier of raw inputs, it behaves less like a policy and more like a cost-of-living jump scare.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Nearly $2.7 billion worth of goods and services cross the U.S.–Canada border daily, and a 100% tariff would hit household-budget categories first. Energy would bite quickly: about 60% of U.S. crude oil imports come from Canada, along with roughly 80% to 85% of electricity imports.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Canada is the largest foreign supplier of steel, aluminum, uranium, and lumber; it also exports wheat, canola oil, pork, beef, and seafood. Add likely retaliation — and the fact that more than half of U.S. states count Canada as their biggest trading partner — and the blast radius widens.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Markets are already jumpy amid what traders and analysts call the “debasement trade.” Gold crossed $5,000 an ounce for the first time, silver set records, the U.S. dollar 
slid to a four-month low, and Robin Brooks called the rally “breathtaking and profoundly scary.”
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="font-size: 16px">
               Carney warned that integration can be weaponized; Trump’s post arrived like a stamped, dated exhibit — and businesses don’t wait for paperwork before they start pricing the risk.
              </span>
              <a data-linktext="Quartz’s Catherine Baab has more on the U.S.–Canada supply chain — and the pain chain." data-linktype="Normal" style="color:#168DD9;font-size:16px;text-decoration:none;" target="_blank">
               Quartz’s Catherine Baab has more on the U.S.–Canada supply chain — and the pain chain.
              </a>
             </div>
            </td>
           </tr>
           <tr style="padding-top:10px;padding-bottom:10px">
            <td align="center" class="td100" colspan="6" style="width:100%;padding-top:10px;padding-bottom:10px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000">
             <div class="ruleContent">
              <table align="center" border="0" cellpadding="0" cellspacing="0" style="border:0 #9B9B9B;height:1px;width:100%;text-align:center;background-color:#888888;color:#9B9B9B;margin:0 auto;border-left-width:0;border-right-width:0">
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            </td>
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            <td class="snippet td100" colspan="6" style="width:100%;position:static;vertical-align:top;font-family:Arial,Helvetica,sans-serif;font-size:12px;color:#000000">
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                <td class="td100" colspan="6" height="24" style="width:100%;background-color:#E9F2F9;height:24px;font-size:1px;vertical-align:top;font-family:Arial,Helvetica,sans-serif;color:#000000">
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                   Ditch grocery store coffee. Support small roasters instead with Trade.
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                   I don’t know about you, but like most Americans, the first thing I reach for every morning is my favorite mug and the coffee in my pantry. For years, I grabbed whatever coffee was on sale at the grocery store, never considering its origin. As long as it got me going, that was enough. But then I found Trade, and it completely transformed my morning routine.
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                   Trade connects you with some of the finest small-batch coffee roasters across the country—the kind of local businesses you’d want to visit if they were nearby. These aren’t giant chains with mass-produced blends; these are passionate artisans crafting coffee that’s fresh, unique, and bursting with flavor. I took Trade’s quick quiz, and they matched me with coffees I never would’ve found on a grocery store shelf. Now, I can’t imagine going 
back.
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                   Every bag is roasted fresh and shipped straight to me. The difference in taste was astounding—I didn’t even have to change my brewing method. And the aroma? Let’s just say even my neighbor asked what I was drinking.
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                   Supporting small businesses has never 
been easier—or more rewarding. Plus, Quartz readers can receive an exclusive 50% off their first subscription order when you sign up today. Simply share your preferences—like taste, grind, and coffee consumption—and Trade will match you with the perfect roast. There’s no risk, just amazing coffee and the satisfaction of supporting local roasters, plus one less item on your grocery list.
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                                  Try Trade today and enjoy 50% off your first month subscription.
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                                 <!--[if mso]><a 
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