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<p class="MsoNormal"><span style="color:black">Dear Colleagues,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">The Twelfth Annual Conference on <b>
Advances in Cognitive Systems</b> will take place at Georgia Institute of Technology from
<b>October 12 to 15, 2025</b>, with submissions due <b>August 18, 2025</b>. Full details are available at: </span><a href="http://cogsys.org/conference/2025/" target="_new">http://cogsys.org/conference/2025/</a><span style="color:black">.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">This conference brings together researchers who aim to
<i>explain cognition and learning in computational terms and to reproduce a broad range of intelligent behaviors and human abilities in computational artifacts</i>. We encourage many types of research, including demonstrations of new capabilities, empirical
studies of implemented systems, and formal analyses of challenging tasks. Note, evaluation against prior systems and benchmarks are welcome, but are
<b>not expected or required</b>, particularly for submissions that introduce novel capabilities for which no comparable baselines exist.
<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Papers may be 16 pages in the single-column format described at
</span><a href="http://cogsys.org/instructions/">http://cogsys.org/instructions/</a><span style="color:black">. Submissions should be made through OpenReview:
</span><a href="https://openreview.net/group?id=cogsys.org/ACS/2025/Conference">https://openreview.net/group?id=cogsys.org/ACS/2025/Conference</a><span style="color:black">. The meeting will consider two types of submissions:<o:p></o:p></span></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraphCxSpFirst" style="color:black;margin-bottom:0in;margin-left:0in;mso-add-space:auto;line-height:normal;mso-list:l1 level1 lfo1">
Technical papers should report an implemented cognitive system, the detailed design for such a system, or an analysis of some complex task. Authors of technical papers should examine the review form carefully before submission, as referees will expect them
to address the questions therein.<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="color:black;margin-bottom:0in;margin-left:0in;mso-add-space:auto;line-height:normal;mso-list:l1 level1 lfo1">
Commentaries should review the state of the field, pose challenge problems, or relate alternative frameworks. These essays will be reviewed separately, with the main criteria for acceptance being relevance to the conference, clear statements of positions, and
effective communication. They may be less than 16 pages.<o:p></o:p></li></ul>
<p class="MsoNormal"><br>
<span style="color:black">Each submission will receive 2-3 external reviews, and well-written submissions will be accepted for either oral or poster presentation. Authors of papers accepted for oral presentations may also be invited to publish an expanded version
of their paper in the <i>Advances in Cognitive Systems</i> journal (</span><a href="http://cogsys.org/journal/">http://cogsys.org/journal/</a><span style="color:black">).<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Whether you're a long-time member of the community or newly interested in cognitive systems research, we hope you'll join us in Atlanta this fall.<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Warm regards,<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="color:black">Christopher J. MacLellan<o:p></o:p></span></p>
<p class="MsoNormal"><span style="color:black">Program Chair, ACS 2025<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-family:"Apple Color Emoji";color:black"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-family:"Apple Color Emoji";color:black">👉</span><span class="apple-converted-space"><span style="color:black"> </span></span><strong><span style="font-family:"Aptos",sans-serif;color:black">Consider joining the Cognitive
Systems mailing list:</span></strong><span class="apple-converted-space"><span style="color:black"> </span></span><a href="https://groups.google.com/g/cognitive-systems">https://groups.google.com/g/cognitive-systems</a><span style="font-family:"Times New Roman",serif;color:#212121;mso-ligatures:none"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-family:"Times New Roman",serif;color:#212121;mso-ligatures:none"><o:p> </o:p></span></p>
<h3 style="margin:0in;line-height:normal"><span style="font-family:"Apple Color Emoji";color:black">📅</span><span style="color:black"> Important Dates<o:p></o:p></span></h3>
<ul style="margin-top:0in" type="disc">
<li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo2"><strong><span style="font-family:"Aptos",sans-serif">Paper abstracts due:</span></strong><span class="apple-converted-space"> </span>August 11, 2025<o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo2"><strong><span style="font-family:"Aptos",sans-serif">Full paper submissions due:</span></strong><span class="apple-converted-space"> </span>August 18, 2025<o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l0 level1 lfo2"><strong><span style="font-family:"Aptos",sans-serif">Conference dates:</span></strong><span class="apple-converted-space"> </span>October 12–15, 2025<o:p></o:p></li></ul>
<p class="MsoNormal"><span style="font-size:11.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt"><o:p> </o:p></span></p>
<div>
<div>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:none">-- <o:p></o:p></span></p>
</div>
<div>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Christopher J. MacLellan<br>
Assistant Professor<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Office: TSRB 230B<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Email: <a href="mailto:cmaclell@gatech.edu" title="mailto:cmaclell@gatech.edu"><span style="color:#0563C1">cmaclell@gatech.edu</span></a><br>
Web: <a href="https://chrismaclellan.com/" title="https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fchrismaclellan.com%2F&data=04%7C01%7Ccm3786%40drexel.edu%7Cbe846759e7154e9bed8108d9d1926c9c%7C3664e6fa47bd45a696708c4f080f8ca6%7C0%7C0%7C637771249105708282%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiM"><span style="color:#0563C1">https://chrismaclellan.com</span></a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Office Phone:
</span><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:#212121;mso-ligatures:none">404-894-6760</span><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Teachable AI Lab (TAIL)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">School of Interactive Computing<br>
Georgia Institute of Technology<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">Lab Website: <a href="https://tail.cc.gatech.edu/"><span style="color:#0563C1">https://tail.cc.gatech.edu</span></a><o:p></o:p></span></p>
</div>
</div>
<p class="MsoNormal"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:black;mso-ligatures:none">NSF AI Institute for Adult Learning and Education (ALOE): <a href="https://aialoe.org/" title="https://aialoe.org/"><span style="color:#0563C1">https://aialoe.org</span></a></span><o:p></o:p></p>
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