[18674] in athena10
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daemon@ATHENA.MIT.EDU (Genmount)
Tue Jun 16 03:36:53 2026
Date: Tue, 16 Jun 2026 15:30:02 +0800
From: "Genmount" <hello@business.doorm.ai>
To: <sipb-debian@mit.edu>
Reply-To: <service@doorm.ai.queniuaa.com>
Message-ID: <da8473e0-4f7f-4cda-95b4-e77eb7434f7a@alibaba.com>
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<meta charset=3D"utf-8"/><meta name=3D"viewport" content=3D"width=3Ddevice-wid=
th, initial-scale=3D1.0"/><title>Genmount World Model</title><div style=3D"max=
-width:600px;margin:0 auto;background:#ffffff;border:1px solid #e6e8eb;font-fa=
mily:-apple-system,Segoe UI,Roboto,Helvetica,Arial,sans-serif;color:#1f2328;">=
<div style=3D"background:#0f766e;padding:28px 32px;"><div style=3D"font-size:2=
2px;font-weight:700;color:#ffffff;letter-spacing:0.2px;">Genmount World Model<=
/div><div style=3D"font-size:14px;color:#bde8e1;padding-top:6px;">Not Bigger, =
but More Honest</div></div><div style=3D"padding:30px 32px 30px 32px;font-size=
:15px;line-height:1.65;color:#1f2328;"><p style=3D"margin:0 0 18px 0;">Dear fr=
iends / partners / researchers / developers,</p><p style=3D"margin:0 0 18px 0;=
">We are <strong>DOORM AI PTE. LTD.</strong> We are pleased to announce - and =
invite you to participate in - our project: the <strong>Genmount World Model /=
Genmount OS</strong>.</p><p style=3D"margin:0 0 18px 0;">We believe: the comp=
lexity of traditional Eastern medicine is not the problem; what's problematic =
is the <strong>lack of verifiability</strong>.</p><p style=3D"margin:0 0 18px =
0;">What Genmount aims to do is encode the complexity of "syndrome differ=
entiation -> intervention -> outcomes" into a computable structure,=
and validate it through a real-world data (RWD) closed loop - turning experie=
nce into evidence, making reasoning traceable, and outcomes comparable.</p><p =
style=3D"margin:0 0 18px 0;font-size:16px;color:#0f766e;font-weight:600;">In o=
ne sentence: we're not pursuing bigger; we're pursuing more honest.</p><p styl=
e=3D"margin:0 0 18px 0;">We want to build "the first AI that dares to say=
'no'": when evidence is insufficient or a pathway cannot be reproduced, =
the system should explicitly refuse to "pretend it knows," and inste=
ad expose uncertainty.</p><p style=3D"margin:0 0 24px 0;">That's why Genmount =
emphasizes three things: <strong>auditability, rollbackability, and reproducib=
ility</strong>.</p><p style=3D"margin:0 0 14px 0;">Below is a five-line compar=
ison with the "Scale" camp (and why we've chosen a different path):<=
/p><p style=3D"margin:0 0 26px 0;"><img src=3D"https://video.jlpapa.com/genmou=
nt/pic/genmount-comparison.png" alt=3D"Genmount OS vs. the Scale camp - a five=
-line comparison" width=3D"536" style=3D"display:block;width:100%;max-width:53=
6px;height:auto;border:1px solid #e6e8eb;"/></p><p style=3D"margin:0 0 10px 0;=
font-weight:600;">We welcome collaboration and co-building in the following ar=
eas:</p><ol style=3D"margin:0 0 24px 0;padding-left:22px;"><li style=3D"margin=
-bottom:6px;">Real-world data collaboration and evaluation framework co-develo=
pment</li><li style=3D"margin-bottom:6px;">Clinical / research pilots and cont=
rolled validation</li><li style=3D"margin-bottom:6px;">Engineering and open-so=
urce co-building (toolchains, benchmarks, reproduction pipelines, deployment o=
ptimization)</li><li style=3D"margin-bottom:0;">Compliance and regulatory alig=
nment (evidence chains, auditing, documentation)</li></ol><p style=3D"margin:0=
0 10px 0;font-weight:600;">Quick links to learn more and get started:</p><p s=
tyle=3D"margin:0 0 4px 0;">- Quick Start: <a href=3D"https://dm-cn.aliyuncs.co=
m/trace/v1/report?bid=3D2527256&env=3D600000319147905573&extra=3D1-&mac=3D1681=
67&mf=3Dhello%40business.doorm.ai&msgid=3Dda8473e0-4f7f-4cda-95b4-e77eb7434f7a=
%40alibaba.com&sac=3D0&tag=3DFind&tid=3D2527256&to=3Dsipb-debian%40mit.edu&tpl=
=3D&ts=3D1781595002&type=3D0&url=3Dhttps%3A%2F%2Fgenmount.com%2Fen%2Fget-start=
ed&v=3D1.0&sign=3D912ea7b0ca1dd440fdbb61258af17b80&urlts=3D1781595405" style=3D=
"color:#0f766e;text-decoration:underline;">genmount.com/en/get-started</a></p>=
<p style=3D"margin:0 0 4px 0;">- PyPI: <a href=3D"https://dm-cn.aliyuncs.com/t=
race/v1/report?bid=3D2527256&env=3D600000319147905573&extra=3D1-&mac=3D168167&=
mf=3Dhello%40business.doorm.ai&msgid=3Dda8473e0-4f7f-4cda-95b4-e77eb7434f7a%40=
alibaba.com&sac=3D0&tag=3DFind&tid=3D2527256&to=3Dsipb-debian%40mit.edu&tpl=3D=
&ts=3D1781595002&type=3D0&url=3Dhttps%3A%2F%2Fpypi.org%2Fproject%2Fgenmount%2F=
&v=3D1.0&sign=3De5093870eaded4b03e02dc198613674b&urlts=3D1781595405" style=3D"=
color:#0f766e;text-decoration:underline;">pypi.org/project/genmount</a></p><p =
style=3D"margin:0 0 4px 0;">- GitHub: <a href=3D"https://dm-cn.aliyuncs.com/tr=
ace/v1/report?bid=3D2527256&env=3D600000319147905573&extra=3D1-&mac=3D168167&m=
f=3Dhello%40business.doorm.ai&msgid=3Dda8473e0-4f7f-4cda-95b4-e77eb7434f7a%40a=
libaba.com&sac=3D0&tag=3DFind&tid=3D2527256&to=3Dsipb-debian%40mit.edu&tpl=3D&=
ts=3D1781595002&type=3D0&url=3Dhttps%3A%2F%2Fgithub.com%2Fdoorm-ai%2Fgenmount&=
v=3D1.0&sign=3D4866e9454a3b05430f07f9a6d3dfbe42&urlts=3D1781595405" style=3D"c=
olor:#0f766e;text-decoration:underline;">github.com/doorm-ai/genmount</a></p><=
p style=3D"margin:0 0 24px 0;">- Hugging Face (GGUF): <a href=3D"https://dm-cn=
.aliyuncs.com/trace/v1/report?bid=3D2527256&env=3D600000319147905573&extra=3D1=
-&mac=3D168167&mf=3Dhello%40business.doorm.ai&msgid=3Dda8473e0-4f7f-4cda-95b4-=
e77eb7434f7a%40alibaba.com&sac=3D0&tag=3DFind&tid=3D2527256&to=3Dsipb-debian%4=
0mit.edu&tpl=3D&ts=3D1781595002&type=3D0&url=3Dhttps%3A%2F%2Fhuggingface.co%2F=
doorm-ai&v=3D1.0&sign=3D2db8a0989a695cc7d3d43bfe61fe6de5&urlts=3D1781595405" s=
tyle=3D"color:#0f766e;text-decoration:underline;">huggingface.co/doorm-ai</a><=
/p><p style=3D"margin:0 0 28px 0;">If you'd like to discuss further, please re=
ply to this email with a brief note on your area of interest (data / pilot / e=
ngineering / research / compliance, etc.) and your contact information / avail=
able times. We will follow up as soon as possible.</p><p style=3D"margin:0 0 1=
0px 0;">Sincerely,</p><p style=3D"margin:0;font-weight:700;">DOORM AI PTE. LTD=
.</p><p style=3D"margin:2px 0 0 0;color:#5b6573;">Singapore</p><p style=3D"mar=
gin:10px 0 0 0;">Email: <a href=3D"mailto:service@doorm.ai" style=3D"color:#0f=
766e;text-decoration:underline;">service@doorm.ai</a> | =
<a href=3D"https://dm-cn.aliyuncs.com/trace/v1/report?bid=3D2527256&env=3D6000=
00319147905573&extra=3D1-&mac=3D168167&mf=3Dhello%40business.doorm.ai&msgid=3D=
da8473e0-4f7f-4cda-95b4-e77eb7434f7a%40alibaba.com&sac=3D0&tag=3DFind&tid=3D25=
27256&to=3Dsipb-debian%40mit.edu&tpl=3D&ts=3D1781595002&type=3D0&url=3Dhttps%3=
A%2F%2Fgenmount.com&v=3D1.0&sign=3De826b4114624838da3681f571a58de7e&urlts=3D17=
81595405" style=3D"color:#0f766e;text-decoration:underline;">genmount.com</a><=
/p></div></div><!--!doctype--><img src=3D"https://dm-cn.aliyuncs.com/trace/v1/=
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