<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1">
<style type="text/css" style="display:none;"> P {margin-top:0;margin-bottom:0;} </style>
</head>
<body dir="ltr">
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
Hi All,</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
We will have a CLAS12 AI/ML Group meeting tomorrow, Thursday December 4th, at 11 AM. The Zoom meeting information and agenda are included below.</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
As we're approaching the end of the year, I thought this would be a good time to give an update on ongoing CLAS12 AI/ML activities and future opportunities for service work. Please join the meeting if you are working on CLAS12 related AI/ML projects so that
you can bring them up in case I am not aware of your work and have missed them. </div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
This would also be a good time for any detector/software experts to put forward any ideas for AI/ML integration so that we can look to address these in the new year.</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
As a reminder, please see the <a style="margin: 0px; text-align: left;" data-auth="NotApplicable" data-linkindex="0" rel="noopener noreferrer" title="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group" class="OWAAutoLink" id="OWAcf49fa85-1e59-44ad-4634-605d88bbce31" target="_blank" href="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group">
wiki</a><a style="margin: 0px; text-align: left;" data-auth="NotApplicable" data-linkindex="1" rel="noopener noreferrer" title="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group" class="OWAAutoLink" id="OWAc1bab17e-5c98-b7e6-330e-d2cbb0723d33" target="_blank" href="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group"> </a>and
<a style="margin: 0px; text-align: left;" data-auth="NotApplicable" data-linkindex="2" rel="noopener noreferrer" title="https://mailman.jlab.org/mailman/listinfo/clas12_ai" class="OWAAutoLink" id="OWAf223f864-f12b-9a59-5b2e-6587cc666464" target="_blank" href="https://mailman.jlab.org/mailman/listinfo/clas12_ai">
mailing list</a> for more information. The slides will be posted on <a title="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group_2025_Meetings" class="OWAAutoLink" id="OWAa1dbd15f-344a-2b8a-0841-defc2b47655b" href="https://clasweb.jlab.org/wiki/index.php/CLAS12_AI_Group_2025_Meetings">
the wiki</a>.</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
Best regards,</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
Richard Tyson</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0.4em 0px 0.5em; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<b>Agenda:</b></div>
<ul style="direction: ltr; text-align: left; margin: 0.3em 0px 0px 1.6em; padding-left: 0px; list-style-position: initial; list-style-type: square; background-color: white;">
<li style="font-family: Aptos, Aptos_MSFontService, -apple-system, Roboto, Arial, Helvetica, sans-serif; font-size: 12pt; color: black; margin-bottom: 0.1em;">
Update on CLAS12 AI/ML Activities (Richard Tyson)</li><li style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;">
<div style="direction: ltr; margin: 0px; font-family: Aptos, Aptos_MSFontService, -apple-system, Roboto, Arial, Helvetica, sans-serif;" role="presentation" class="elementToProof">
AOB</div>
</li></ul>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<b>Zoom Meeting Link</b></div>
<div style="direction: ltr; text-align: left; text-indent: 0px; line-height: normal; background-color: white; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<a title="https://jlab-org.zoomgov.com/j/1605356551?pwd=77EQaaawZkral5NkAzsOZgUHJJHUnZ.1" class="OWAAutoLink" id="OWAc10fac6c-649a-35a6-51b8-5ec768813bf9" href="https://jlab-org.zoomgov.com/j/1605356551?pwd=77EQaaawZkral5NkAzsOZgUHJJHUnZ.1">https://jlab-org.zoomgov.com/j/1605356551?pwd=77EQaaawZkral5NkAzsOZgUHJJHUnZ.1</a></div>
<div style="line-height: normal; margin: 0px; min-height: 15px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="line-height: normal; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
Meeting ID: 160 535 6551</div>
<div style="line-height: normal; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
Passcode: 804001</div>
<div style="direction: ltr; text-align: left; text-indent: 0px; margin: 0px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: black;" class="elementToProof">
<br>
</div>
<div style="font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" class="elementToProof">
<br>
</div>
</body>
</html>