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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple><div class=WordSection1><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'>Thank you for sharing and I hope this girl and her family can move on from this horrific episode of her life, which only would have been infinitely more horrific, if it had not been for your team and you. <o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'>Howie<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'>From:</span></b><span style='font-size:11.0pt;font-family:"Calibri",sans-serif'> Artur Dubrawski <awd@cs.cmu.edu> <br><b>Sent:</b> Thursday, April 23, 2020 12:51 PM<br><b>To:</b> users@autonlab.org<br><b>Cc:</b> Martial Hebert <hebert+@cs.cmu.edu>; Michael McQuade <mmcquade@andrew.cmu.edu>; Srinivasa Narasimhan <srinivas@andrew.cmu.edu>; Farnam Jahanian <farnam@andrew.cmu.edu>; Byron Spice <bspice@cs.cmu.edu>; George Darakos <gdarakos@andrew.cmu.edu>; Howie Choset <choset@cs.cmu.edu><br><b>Subject:</b> Missing 17 year old recovered in under a week using Traffic Jam<o:p></o:p></span></p><p class=MsoNormal><o:p> </o:p></p><div><div><div><div><p class=MsoNormal>Dear Autonians,<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>Remember the Super Bowl in Houston in 2017? That's when we first put our "first appearance" stratifiers in counter-sex-trafficking software to a systematic use. Marinus then made it a permanent part of their product, Traffic Jam. It has just been announced that this capability was essential in rescuing a sex trafficked minor in the UK during the past week. This is just a snippet of a large collection of instances in which software developed at CMU Auton Lab helps reclaim lives of the most vulnerable persons.<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>Congratulations, especially to everyone on theTeam who contributed to developing Traffic Jam!<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>Cheers,<o:p></o:p></p></div><div><p class=MsoNormal>Artur<br> <o:p></o:p></p><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;background:#FAFAFA;border-collapse:collapse;max-width:6.25in'><tr><td width="100%" valign=top style='width:100.0%;padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='background:#FAFAFA;padding:6.75pt 0in 6.75pt 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse'><tr><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 style='border-collapse:collapse'><tr><td valign=top style='padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:6.75pt 6.75pt 6.75pt 6.75pt'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:0in 6.75pt 0in 6.75pt'><p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;text-align:center'><img width=90 height=98 style='width:.9375in;height:1.025in' id="m_-1576037561741648085_x005f_x0000_i1030" src="https://mcusercontent.com/431757831d2c1c5ec10ecfdf9/images/1689708f-58c7-48c2-bae8-731fe86aabfb.png"><o:p></o:p></p></td></tr></table></td></tr></table></td></tr></table></div></td></tr></table></div></td></tr><tr><td valign=top style='background:white;padding:6.75pt 0in 0in 0in;background:cover;background-size:cover' id="m_-1576037561741648085templateHeader"><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse;max-width:6.25in'><tr><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;max-width:6.25in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 style='border-collapse:collapse;min-width:100%'><tr><td valign=top style='padding:0in 0in 0in 0in;max-width:100%;min-width:100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:6.75pt 0in 0in 0in;word-break:break-word'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse'><tr><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:0in 13.5pt 6.75pt 13.5pt'><h1 align=center style='text-align:center'>Missing 17 year old recovered in under a week using Traffic Jam<o:p></o:p></h1><p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:150%'><span style='font-family:"Helvetica",sans-serif;color:#202020'><br>The First Appearance feature in Traffic Jam led to the identification of a minor last week. First Appearance displays any ads in your area where the phone number(s) and photo(s) have never been observed before by the system. <br><br>During the COVID-19 crisis, First Appearance can be utilized as a proactive safeguarding method to detect vulnerable and exploited persons entering sex work when social distancing and lockdowns are in effect. </span><o:p></o:p></p></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'> <o:p></o:p></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;min-width:100%'><tr><td style='padding:13.5pt 13.5pt 13.5pt 13.5pt;min-width:100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;min-width:100%'><tr><td style='border:none;border-top:solid #CCCCCC 1.5pt;padding:0in 0in 0in 0in;min-width:100%'></td></tr></table></td></tr></table></td></tr></table></div></td></tr></table></div></td></tr><tr><td valign=top style='background:white;padding:6.75pt 0in 6.75pt 0in;background:cover;background-size:cover' id="m_-1576037561741648085templateBody"><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width=0 style='width:6.25in;border-collapse:collapse;max-width:6.25in'><tr><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in;max-width:6.25in'><div align=center><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 style='border-collapse:collapse;min-width:100%'><tr><td valign=top style='padding:0in 0in 0in 0in;max-width:100%;min-width:100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:6.75pt 0in 0in 0in;word-break:break-word'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse'><tr><td width=600 valign=top style='width:6.25in;padding:0in 0in 0in 0in'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse'><tr><td valign=top style='padding:0in 13.5pt 6.75pt 13.5pt'><h1 align=center style='text-align:center'>Where Can You Find First Appearance?<o:p></o:p></h1><p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;text-align:center;line-height:150%'><span style='font-family:"Helvetica",sans-serif;color:#202020'> </span><o:p></o:p></p><div><p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;line-height:150%'><span style='font-family:"Helvetica",sans-serif;color:#202020'>You can find First Appearance under the <strong><span style='font-family:"Helvetica",sans-serif'>Leads</span></strong> tab on the top menu bar in Traffic Jam. Be mindful of the possibility of spam/scam ads appearing in this report. This type of content involves the same phone number appearing in many cities on a single day.</span><o:p></o:p></p></div></td></tr></table></td></tr></table></td></tr></table><p class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto'> <o:p></o:p></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="100%" style='width:100.0%;border-collapse:collapse;min-width:100%'><tr><td valign=top style='padding:6.75pt 6.75pt 6.75pt 6.75pt;min-width:100%'><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 align=left width="100%" style='width:100.0%;border-collapse:collapse;min-width:100%'><tr><td valign=top style='padding:0in 6.75pt 0in 6.75pt'><p class=MsoNormal align=center style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;text-align:center'><a href="https://marinusanalytics.us3.list-manage.com/track/click?u=431757831d2c1c5ec10ecfdf9&id=3fd0d8b4eb&e=92d30128d1" target="_blank" title=""" t "><span style='text-decoration:none'><img 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