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--></style></head><body lang=EN-GB link="#467886" vlink="#96607D" style='word-wrap:break-word'><div class=WordSection1><p class=MsoNormal>Hi there,<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Just a philosophical one; maybe even an existential one <span style='font-family:"Segoe UI Emoji",sans-serif'>đ</span><o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Given LLMsâ âautocorrect on steroidsâ abilities, what risk do we see ourselves exposed to as modelling professionals?<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Letâs give an exampleâŚ<o:p></o:p></p><ul style='margin-top:0cm' type=disc><li class=MsoListParagraph style='margin-left:0cm;mso-list:l0 level1 lfo1'>A full LEED application including reports, unmet load tables, âerrorâ reports. <o:p></o:p></li><li class=MsoListParagraph style='margin-left:0cm;mso-list:l0 level1 lfo1'>Not based on modelling â all reports and outputs generated with LLMs.<o:p></o:p></li></ul><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>I think it would be relatively easy to do this, and present something that would stand up to review.<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>I think this poses the following questions:<o:p></o:p></p><ol style='margin-top:0cm' start=1 type=1><li class=MsoListParagraph style='margin-left:0cm;mso-list:l1 level1 lfo2'>If our main value offering can be replaced with auto-complete, what is the value of what weâre doing, anyway?<o:p></o:p></li><li class=MsoListParagraph style='margin-left:0cm;mso-list:l1 level1 lfo2'>How can we improve the value?<o:p></o:p></li><li class=MsoListParagraph style='margin-left:0cm;mso-list:l1 level1 lfo2'>How can we protect that value?<o:p></o:p></li></ol><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Iâd like to propose some solutions:<o:p></o:p></p><ul style='margin-top:0cm' type=disc><li class=MsoListParagraph style='margin-left:0cm;mso-list:l0 level1 lfo1'>Tie Design stage models into the Operation of the building â calibrate<o:p></o:p></li><li class=MsoListParagraph style='margin-left:0cm;mso-list:l0 level1 lfo1'>Rather than just submitting reports, place model input files into <b>escrow</b> with GBCI (or their local equivalent)<o:p></o:p></li></ul><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Controversial?<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Cheers<o:p></o:p></p><p class=MsoNormal>Chris<o:p></o:p></p></div></body></html>