<div dir="ltr">Hi Raffaele, Yihan,<div><br></div><div>I can give a 8 minute intro to Transformers, which is the type of algorithm beyond GPT-4. It will not include many applications, only a general overview, perhaps with an example of their use in time-domain astronomy.</div><div><br></div><div>The title of the talk is:</div><div><br></div><div>"A Brief Intro to Transformers"</div><div><br></div><div>Thanks,</div><div>Rafael<br><div><br></div></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Tue, Apr 11, 2023 at 10:24 AM Raffaele D'Abrusco <<a href="mailto:rdabrusc@cfa.harvard.edu">rdabrusc@cfa.harvard.edu</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div>Dear IVOA community </div><div><br></div><div>We would like to solicit contributions in the form of "micro-talks" (1-3 slides, 5' max) on </div><div>the topic of the emerging tools based on generative Artificial Intelligence (AI) and generative </div><div>language models for the KD-IG session at the IVOA InterOp meeting in Bologna. </div><div><br></div><div>These very short, informal contributions will ideally introduce a diverse set of ideas on the topic of generative AI, </div><div>the applications of the underlying data mining techniques to astronomical data and how new commercial tools </div><div>(like ChatGPT, Bard, Bing etc) based on this technology will affect astronomy and, more specifically, the VO. </div><div>The goal of the session will be to spark a lively general discussion (at least 30') and determine a path <br></div><div>going forward to a more structured discussion of this topic in a future meeting. </div><div><br></div><div>If you are interested, please reply to Yihan and myself.</div><div>Thanks, </div><div>- Raffaele </div><div><br></div><span>-- </span><br><div dir="ltr"><div dir="ltr"><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(34,34,34);background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Raffaele D'Abrusco</span></p><p style="color:rgb(0,0,0);line-height:1.2;margin-top:0pt;margin-bottom:0pt"><font face="Arial"><span style="font-size:12.6667px;white-space:pre-wrap"><b>Data Processing and Archive Astrophysicist</b></span></font></p><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-family:Arial;font-size:12.6667px;white-space:pre-wrap">Chandra X-Ray Center</span><br></p><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Center for Astrophysics | Harvard & Smithsonian</span></p><br style="color:rgb(0,0,0);font-family:-webkit-standard"><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(34,34,34);background-color:transparent;vertical-align:baseline;white-space:pre-wrap">Office: (617) 495 7208  </span></p><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(34,34,34);background-color:transparent;vertical-align:baseline;white-space:pre-wrap">60 Garden Street | MS 67 | Cambridge, MA 02138</span></p><div><br></div><div>"We adore chaos because we love to produce order" (M.C. Escher)</div><br style="color:rgb(0,0,0);font-family:-webkit-standard"><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(34,34,34);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><img src="https://lh5.googleusercontent.com/OoZc2yZJzO1hz76z-ABVRM_-I247Ia6AfACrvjvLdMkvs6s78rdRt9CaX3MHHBwJp3WLbPl2tXKnKhMGB3u4Qrn-6u4emHBDPb2RsSZcH1KKyuMq5XIA-uiRJ8wyctlIdzXn0Gdk" width="350" height="2" style="border: none;"></span></p><p dir="ltr" style="color:rgb(0,0,0);font-family:-webkit-standard;line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial;background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><img src="https://lh5.googleusercontent.com/vS-pMXywjgT1nWHk4dEFaVO-gDa7_ECSLRjbomebSln6eDjpY5X8OT-1P8EALcZKBKHSF_p28q9FUlvYfae-USxl0bqLBCycECroJnR0VmC1jC0YEfEpngVp1EkUlYUKMWLjR28V" width="149" height="65" style="border: none;"></span></p></div></div></div>
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</blockquote></div><br clear="all"><div><br></div><span class="gmail_signature_prefix">-- </span><br><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div><div><div><div><span><br><div dir="ltr" style="margin-left:0pt"><table style="border:none;border-collapse:collapse"><colgroup><col width="445"><col width="275"></colgroup><tbody><tr style="height:90pt"><td style="border-width:1pt;border-style:solid;border-color:rgb(255,255,255);vertical-align:top;padding:5pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Rafael Martínez-Galarza</span></p><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Staff Astrophysicist</span></p><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap">Chandra X-Ray Data Center</span></p><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;font-weight:700;vertical-align:baseline;white-space:pre-wrap">Center for Astrophysics | Harvard & Smithsonian</span></p><br><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;background-color:transparent;vertical-align:baseline;white-space:pre-wrap">Office: (617) 4957 7027 | Cell: (617) 945 6397</span></p><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;background-color:transparent;vertical-align:baseline;white-space:pre-wrap">60 Garden Street | MS 66 | Cambridge, MA 02138</span></p><br><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:9.5pt;font-family:Arial;background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><img src="https://lh6.googleusercontent.com/e4KpL9QEmWQWkh4DbIVjIvntD9QlqC7Q2BBZXkbF-r8CfmvuGtnDy6JD167sN2oQAKOl3QZj70OcdrdjxzjzH80nFhkupEqWtmaevhrEL90CaiaXrvBgf_VecxWqmIRgFNo-bTZD" width="350" height="2" style="border: none;"></span></p></td></tr><tr style="height:27pt"><td style="border-width:1pt;border-style:solid;border-color:rgb(255,255,255);vertical-align:top;padding:5pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"><img src="https://lh4.googleusercontent.com/DEdsjaX2LE0WlDJfk6fDrXVrM6Qq5iqN7b4zNH53W08TRxMjrrLWzXXhKmb7CFYwYDgVE_ejNECNHHgwmIGtRaA3iiAOQsk5aPBE3Polx5dFx8flBz2TXOfIvY6HzRzYMT1ed2Og" width="149" height="65" style="border: none;"></span></p><br><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><a href="http://cfa.harvard.edu/" target="_blank"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap">cfa.harvard.edu</span></a><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap"> | </span><a href="http://cfa.harvard.edu/facebook" target="_blank"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap">Facebook</span></a><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap"> | </span><a href="http://cfa.harvard.edu/twitter" target="_blank"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap">Twitter</span></a><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap"> | </span><a href="http://cfa.harvard.edu/youtube" target="_blank"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);vertical-align:baseline;white-space:pre-wrap">YouTube</span></a><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap"> | </span><a href="http://cfa.harvard.edu/newsletter" target="_blank"><span style="font-size:9.5pt;font-family:Arial;color:rgb(0,0,0);background-color:transparent;vertical-align:baseline;white-space:pre-wrap">Newsletter</span></a></p></td></tr></tbody></table></div></span></div></div></div></div></div></div></div></div></div>