From boecking at andrew.cmu.edu  Mon Nov  2 12:57:43 2020
From: boecking at andrew.cmu.edu (Benedikt Boecking)
Date: Mon, 2 Nov 2020 11:57:43 -0600
Subject: gpu scratch directories 
Message-ID: <BEA61544-B8F4-4DF6-84DA-E69653F8C5D9@andrew.cmu.edu>

Hi all,

Some of our gpu scratch directories are 100% full, for example gpu3. Could you please take a minute remove any files on scratch directories that you don?t need to access anymore?

Thanks!




From predragp at andrew.cmu.edu  Mon Nov  2 16:52:15 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Mon, 2 Nov 2020 16:52:15 -0500
Subject: Rack swap status update
In-Reply-To: <CAEFFt-FFxHxNXBeH7W9NY2ChFAZNAgbCYHmMLFmSkQ9s=os45Q@mail.gmail.com>
References: <CAEFFt-FFxHxNXBeH7W9NY2ChFAZNAgbCYHmMLFmSkQ9s=os45Q@mail.gmail.com>
Message-ID: <CAEFFt-Fd_uAQjrQiarpmnudMC2MibmQbo+39mTDpbnej_t2jEA@mail.gmail.com>

Dear Autonians,

LOV6 is up and running. Xen1 (lop2) is in the rack but I can't ping it. I
will attach the console as soon as I finish my weekly status update with
Dr. Dubrawski.

FYI LOV[10-13] are in the server rack and power up. I am not sure I will
have time to provision them today. There is just too much work left from
the server rack swap.

Best,
Predrag

On Wed, Oct 28, 2020 at 8:10 PM Predrag Punosevac <predragp at andrew.cmu.edu>
wrote:

> Everything is up except lov6 and xen1 (which hosts lop2 shell gateway
> among other VMs). Something is wrong with lov6 railings. I wasted 1h trying
> to put that thing into the new rack but something is stuck.
>
>
> I am out of fuel guys for today. This will have to be finished some other
> day.
>
> Best,
> Predrag
>
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From predragp at andrew.cmu.edu  Mon Nov  2 19:38:06 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Mon, 2 Nov 2020 19:38:06 -0500
Subject: Rack swap status update
In-Reply-To: <CAEFFt-Fd_uAQjrQiarpmnudMC2MibmQbo+39mTDpbnej_t2jEA@mail.gmail.com>
References: <CAEFFt-FFxHxNXBeH7W9NY2ChFAZNAgbCYHmMLFmSkQ9s=os45Q@mail.gmail.com>
 <CAEFFt-Fd_uAQjrQiarpmnudMC2MibmQbo+39mTDpbnej_t2jEA@mail.gmail.com>
Message-ID: <CAEFFt-E8=TAduXE9V7LOiOw4Oojx4xa4ZkYZZK1cRDP6e-X+xA@mail.gmail.com>

xen1 is "fixed". I was able to bypass one of the dead HDDs tonight but it
lop2 is up and running. That is the 3rd gateway machine. I will try to add
one more but I am unsure if it is going to happen this week.

Predrag

On Mon, Nov 2, 2020 at 4:52 PM Predrag Punosevac <predragp at andrew.cmu.edu>
wrote:

> Dear Autonians,
>
> LOV6 is up and running. Xen1 (lop2) is in the rack but I can't ping it. I
> will attach the console as soon as I finish my weekly status update with
> Dr. Dubrawski.
>
> FYI LOV[10-13] are in the server rack and power up. I am not sure I will
> have time to provision them today. There is just too much work left from
> the server rack swap.
>
> Best,
> Predrag
>
> On Wed, Oct 28, 2020 at 8:10 PM Predrag Punosevac <predragp at andrew.cmu.edu>
> wrote:
>
>> Everything is up except lov6 and xen1 (which hosts lop2 shell gateway
>> among other VMs). Something is wrong with lov6 railings. I wasted 1h trying
>> to put that thing into the new rack but something is stuck.
>>
>>
>> I am out of fuel guys for today. This will have to be finished some other
>> day.
>>
>> Best,
>> Predrag
>>
>
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From predragp at andrew.cmu.edu  Tue Nov  3 11:45:37 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Tue, 3 Nov 2020 11:45:37 -0500
Subject: gogs/git issues and VPN access to the Auton Lab
Message-ID: <CAEFFt-HmMWMSWo0SWbU6SctCDnWwEj2_ttnvcFfDTrNELetOkg@mail.gmail.com>

Dear Autonians,

I know that many of you were annoyed by the fact that in order to use our
internal instance of Gogs you had to use X2Go for GUI access to one of the
shell gateways first.

https://gogs.io

After a bit of consideration the following solution proposed by Gus Welter
seems to be the easiest. Locate on your machine the following file or
create a new one

~/.ssh/config

use your favorite editor and create an entry as follows:

Host gogs
         Hostname lop2.autonlab.org (you could do any other shell gateway)
         User $yourusername
         IdentityFile ~/.ssh/$your_private_key  (could be left out if you
insist on using LDAP password)
         Port 22
         LocalForward 2222 git.int.autonlab.org:80


Then just ssh to gogs. Open the web browser on your own computer and type
in the search bar

http://localhost:2222

Magic will happen. I will update documentation shortly.


After further consideration, evaluation of various VPN technologies:
OpenSSH, IKEv2, OpenVPN, tinc, WireGuard, AnyConnect (CISCO proprietary
version as well as open source *ocserv *clone)  the following decision was
made:

We will continue to provide world wide access to the Auton Lab
infrastructure via shell gateways OpenSSH for people who don't have the
Auton Lab provided/supported desktops. However, I will add the additional
4th shell gateways. FYI (will be updated in the documenation as well) There
is a minor difference between

lop2.autonlab.org
lop1.autonlab.org (I will replace dead gateway with the new one)

and

bash.autonlab.org
lion.auton.cs.cmu.edu

The first two shell gateways have no VPN overhead. The second two shell
gateways are just the desktops which are connected via OpenVPN to the
computing nodes. As a matter of fact any Auton Lab desktop is potentially
shell gateway but the login is restricted only to the desktop owner. The
desktops use OpenVPN to connect to the Auton Lab LAN zone. Unless your ISP
is blocking UDP port 1194 (not uncommon) and you have a very complicated
NAT (network address translation) set up at home there is no reason that a
desktop which you take home will stop having VPN access to the lan zone.

Upon the insistence of Robert Edman I agreed to create and distribute
certificates/keys and configuration files to any Auton Lab member who would
like to set up OpenVPN access from her/his home computer to our VPN
gateway. However, I am not willing to give any support beyond that and
furthermore I am not willing to answer any emails regarding your personal
machines and home networks.


Most Kind Regards,
Predrag Punosevac
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From predragp at andrew.cmu.edu  Tue Nov  3 17:07:45 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Tue, 3 Nov 2020 17:07:45 -0500
Subject: gogs/git issues and VPN access to the Auton Lab
In-Reply-To: <CAEFFt-HmMWMSWo0SWbU6SctCDnWwEj2_ttnvcFfDTrNELetOkg@mail.gmail.com>
References: <CAEFFt-HmMWMSWo0SWbU6SctCDnWwEj2_ttnvcFfDTrNELetOkg@mail.gmail.com>
Message-ID: <CAEFFt-Eu5hJXpcuKiyts+mn5zEXnE8gVrGhgb+8t5wjG=ihhXQ@mail.gmail.com>

This is just a quick follow up building upon Gus's solution.

The ssh trick as described is not a 100% GUI access but it goes quote long
to alleviate the need for GUI. To have CLI access to Git repository you
will need the following small blurb in your ~/.ssh/config

Host gogs
    HostName git.int.autonsys.com
    User git
    Port 2224
    IdentityFile ~/.ssh/gogs
    ProxyCommand           ssh springdale1 exec nc %h %p


Note that the user is always git. That is not a mistake. Gogs automatically
maps singe uid git  to your ssh-keys (you need the GUI access to upload
them) and in turn to your repos. That is what I personally use working from
home.

For example, instead of login into the shell gateway and then moving to one
of your favorite computing nodes, you can do something like this with your
~/.ssh/config file

Host foxconn
    HostName foxconn.int.autonlab.org
    Port 22
    User predragp
    ProxyCommand           ssh -W %h:%p predragp at lop2.autonlab.org

I will conclude this email by saying that with the exception of MATLAB GUI
or genuine web browsing you really don't need the X2Go client and GUI
access to servers.

In my experience, most members actually use Jupiter notebook, RStudio or
just some programming language (I use Julia as many of you know) and need
access only to Gogs web services. Does anybody need help to convert the
following trick?

https://fizzylogic.nl/2017/11/06/edit-jupyter-notebooks-over-ssh/

into the appropriate ~/.ssh/config entry?

If people need help with RStudio or if you guys insist on me running
RStudio-server that would be OK. That kind of suggestions followed with
some nice little hacks are much more useful to all of us in my opinion than
asking for some fundamental changes
requiring complex technologies.

If there is an interest I would be happy to give a ZOOM overview of the Lab
capabilities or even to have regular or irregular Q&A sessions.

Best,
Predrag



On Tue, Nov 3, 2020 at 11:45 AM Predrag Punosevac <predragp at andrew.cmu.edu>
wrote:

> Dear Autonians,
>
> I know that many of you were annoyed by the fact that in order to use our
> internal instance of Gogs you had to use X2Go for GUI access to one of the
> shell gateways first.
>
> https://gogs.io
>
> After a bit of consideration the following solution proposed by Gus Welter
> seems to be the easiest. Locate on your machine the following file or
> create a new one
>
> ~/.ssh/config
>
> use your favorite editor and create an entry as follows:
>
> Host gogs
>          Hostname lop2.autonlab.org (you could do any other shell gateway)
>          User $yourusername
>          IdentityFile ~/.ssh/$your_private_key  (could be left out if you
> insist on using LDAP password)
>          Port 22
>          LocalForward 2222 git.int.autonlab.org:80
>
>
> Then just ssh to gogs. Open the web browser on your own computer and type
> in the search bar
>
> http://localhost:2222
>
> Magic will happen. I will update documentation shortly.
>
>
> After further consideration, evaluation of various VPN technologies:
> OpenSSH, IKEv2, OpenVPN, tinc, WireGuard, AnyConnect (CISCO proprietary
> version as well as open source *ocserv *clone)  the following
> decision was made:
>
> We will continue to provide world wide access to the Auton Lab
> infrastructure via shell gateways OpenSSH for people who don't have the
> Auton Lab provided/supported desktops. However, I will add the additional
> 4th shell gateways. FYI (will be updated in the documenation as well) There
> is a minor difference between
>
> lop2.autonlab.org
> lop1.autonlab.org (I will replace dead gateway with the new one)
>
> and
>
> bash.autonlab.org
> lion.auton.cs.cmu.edu
>
> The first two shell gateways have no VPN overhead. The second two shell
> gateways are just the desktops which are connected via OpenVPN to the
> computing nodes. As a matter of fact any Auton Lab desktop is potentially
> shell gateway but the login is restricted only to the desktop owner. The
> desktops use OpenVPN to connect to the Auton Lab LAN zone. Unless your ISP
> is blocking UDP port 1194 (not uncommon) and you have a very complicated
> NAT (network address translation) set up at home there is no reason that a
> desktop which you take home will stop having VPN access to the lan zone.
>
> Upon the insistence of Robert Edman I agreed to create and distribute
> certificates/keys and configuration files to any Auton Lab member who would
> like to set up OpenVPN access from her/his home computer to our VPN
> gateway. However, I am not willing to give any support beyond that and
> furthermore I am not willing to answer any emails regarding your personal
> machines and home networks.
>
>
> Most Kind Regards,
> Predrag Punosevac
>
>
>
>
>
>
>
>
>
>
>
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From ngisolfi at cs.cmu.edu  Thu Nov  5 09:17:13 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 5 Nov 2020 09:17:13 -0500
Subject: [Lunch] Today @noon over Zoom
Message-ID: <D842B4B1-A58B-4083-81FF-EFDE5FC6E426@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From boecking at andrew.cmu.edu  Tue Nov 10 22:01:47 2020
From: boecking at andrew.cmu.edu (Benedikt Boecking)
Date: Tue, 10 Nov 2020 21:01:47 -0600
Subject: gpu19 scratch full 
Message-ID: <9802DD2E-3347-4755-91A9-090188938A51@andrew.cmu.edu>

Hi everyone,

The scratch directory on gpu19 is completely full. Please clean up your /home/scratch/username directory so that we can continue to use the machine to its full extent. 

Best,
Ben




From ngisolfi at cs.cmu.edu  Thu Nov 12 10:06:16 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 12 Nov 2020 10:06:16 -0500
Subject: [Lunch] Today @noon over Zoom
Message-ID: <C5878607-1054-4A36-8BD9-5C192FB9D041@cs.cmu.edu>

https://cmu.zoom.us/j/492870487 <https://cmu.zoom.us/j/492870487>
We hope to see you there!

- Nick
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From boecking at andrew.cmu.edu  Tue Nov 17 11:54:43 2020
From: boecking at andrew.cmu.edu (Benedikt Boecking)
Date: Tue, 17 Nov 2020 10:54:43 -0600
Subject: Fwd: 2020 Global Analytics Summit: Ethics in AI
References: <96247A3A-DF28-4C65-BD0E-4C853EA237BE@mccombs.utexas.edu>
Message-ID: <D138E714-2353-4143-9D5E-B2E9D474343E@andrew.cmu.edu>

Hi all,

Auton Lab PhD alumni Maria De Arteaga, now Assistant Professor at UT Austin, is organizing an Ethics in AI Conference on November 19 and 20. Registration is free! See details below.

Best,
Ben

> Begin forwarded message:
> 
> From: Maria De-Arteaga <dearteaga at mccombs.utexas.edu>
> Subject: 2020 Global Analytics Summit: Ethics in AI
> Date: November 17, 2020 at 10:46:23 AM CST
> To: Benedikt Boecking <boecking at andrew.cmu.edu>
> 
> Dear Colleagues,
>  
> The McCombs School of Business, the Center for Analytics & Transformative Technologies (CATT), and the Good Systems Initiative at the University of Texas at Austin would like to invite you to the CATT 2020 Annual Conference, being held online on November 19 (afternoon Central Time) and 20 (morning Central Time).  This year?s theme is ?Ethics in AI? and features compelling research and commentary from leading data science, machine learning, and policy experts representing academia, industry and non-profit organizations. 
>  
> The registration fee is completely waived for this year?s online conference and attendance will be FREE OF CHARGE.  However, all attendees must register for conference access.
>  
> To view program information and to register, please visit:
> https://www.mccombs.utexas.edu/Centers/Center-for-Research-and-Analytics/Conference <https://www.mccombs.utexas.edu/Centers/Center-for-Research-and-Analytics/Conference>
>  
> All registrants will receive a program booklet with a more detailed agenda, speaker biographies, and logistical information related to the conference (including login information).
>  
> This year?s conference has been made possible with the generous support of the McCombs School of Business and the Good Systems Initiative?A UT Grand Challenge.
>  
>  
> PROGRAM AGENDA (Timezone: Central Time)
>  
> November 19, 2020 (afternoon session) 
>  
> 1:00pm?????? Introductory Remarks 
>  
> 1:10pm?????? Keynote:? Setting the Stage?the Grand Challenge of Ethical AI 
> ?                     Ece Kamar, PhD (Microsoft Research)?  
>  
> 2:00pm?????? Session I:? Bias in AI:? What are the Risks? 
> ?                     Moderator:? Huseyin Tanriverdi, PhD (UT Austin) 
> Speakers: 
> ?                     Sina Fazelpour, PhD (Carnegie Mellon Univ.) 
> ?                     Maria De-Arteaga, PhD (UT Austin) 
> ?                     Francesca Rossi, PhD (IBM Research) 
>  
> 3:30pm?????? Session II:? Ethics Aware Design of AI 
> ?                     Moderator:? Joydeep Biswas, PhD (Dept. of CS, UT Austin) 
> Speakers: 
> ?                     Ken Holstein, PhD (Carnegie Mellon Univ.) 
> ?                     Min Kyung Lee, PhD (UT Austin) 
>  
> 5:00pm?????? Panel:? Operationalizing Ethics in AI 
> ?                     Moderator:? Luis Sentis, PhD (The Human Centered Robotics Lab) 
> Speakers: 
> ?                     Luca Belli, PhD (Twitter)
> ?                     Ashley Casovan (AI Global) 
> ?                     Andrew Zaldivar, PhD (Google AI) 
> ?                     Alice Xiang, JD (Partnership on AI) 
>  
> November 20, 2020 (morning session) 
>  
> 8:15am?????? Presentation 
> ?                     Jim Guszcza, PhD (Stanford) 
>  
> 9:00am?????? Session III:? AI Accountability 
> ?                     Moderator:  Connie Rosati, PhD, JD (UT Austin)
> Speakers:
> ?                     Aaron Horowitz (ACLU) 
> ?                     Deborah Hellman, JD (University of Virginia School of Law) 
> ?                     Aaron Rieke, JD (Upturn) 
>  
> 10:30am???? Session IV:? Technology Determinism and Unethical Technologies 
> ?                     Moderator:  Sherri Greenberg, PhD (UT Austin)
> Speakers:
> ?                     Anna Lauren Hoffman, PhD (University of Washington) 
> ?                     Junfeng Jiao, PhD (UT Austin) 
>  
> 12:00pm???? Panel:? AI for Better and More Ethical Practices 
> ?                     Moderator, Tej Anand, Ed.D 
> Panelists: 
> ?                     Adewole Adamson, MD, MPP (Dell Medical School) 
> ?                     Elisa Celis, PhD (Yale University)
> ?                     Michael Shepherd, (Dell Technologies) 
> ?                      Michael Chui, PhD (McKinsey & Co.)
>  
> 1:00pm?????? Formal Conference Concludes/Breakout Sessions/Networking Time 
> 
> Maria De-Arteaga, PhD (she/her/ella)
> Assistant Professor
> Information, Risk, and Operations Management Department
> McCombs School of Business
> The University of Texas at Austin
> 

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From ngisolfi at cs.cmu.edu  Thu Nov 19 09:27:16 2020
From: ngisolfi at cs.cmu.edu (Nick Gisolfi)
Date: Thu, 19 Nov 2020 09:27:16 -0500
Subject: [Lunch] NEW LINK Today @noon over Zoom
Message-ID: <5456AA9A-EF7A-4CE9-92D2-11E039A48DC6@cs.cmu.edu>

Hi Everyone,

I have a little bit of overlapping conflict for today?s lab lunch, so I used the opportunity to generate a new, recurring link for our lab lunch meetings.  We?ll use this link for the foreseeable future. 

https://cmu.zoom.us/j/96391712304?pwd=WGhzSy9kWnNpc3haZjd5bmVXV291QT09 <https://cmu.zoom.us/j/96391712304?pwd=WGhzSy9kWnNpc3haZjd5bmVXV291QT09>

We hope to see you there!

- Nick
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From awd at cs.cmu.edu  Thu Nov 19 13:31:26 2020
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Thu, 19 Nov 2020 13:31:26 -0500
Subject: Ben and the Astronauts
Message-ID: <CAJvAoysJxhH5EVeuCUNdPSLsomUvOCLa=ji2JzWRrbWujLb7xQ@mail.gmail.com>

Below you can see our own Ben Boecking moderating FIVE astronauts in a very
exciting seminar focusing on AI-driven predictive (and not so predictive)
maintenance of spacecraft.

So, whoever thinks that the Auton Lab is not the coolest place in the world
must be nuts! :D

Cheers,
Artur
[image: Ben and Astronauts.PNG]
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From awd at cs.cmu.edu  Fri Nov 20 04:58:00 2020
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Fri, 20 Nov 2020 04:58:00 -0500
Subject: Fwd: [ML-news] AI Incident Database
In-Reply-To: <CAEHZfjUR1Lr2bx9K1q9WVULTuvfHCruQULr0hvs-BGyjzCVbFQ@mail.gmail.com>
References: <CAEHZfjUR1Lr2bx9K1q9WVULTuvfHCruQULr0hvs-BGyjzCVbFQ@mail.gmail.com>
Message-ID: <CAJvAoytt-nF1z1BcVG4=QKv1APOQQxUCGFh59k8LKjxiX4yzuw@mail.gmail.com>

Can be of interest to a few of us.

Artur

---------- Forwarded message ---------
From: Sean McGregor <smcgregor at seanbmcgregor.com>
Date: Fri, Nov 20, 2020 at 12:53 AM
Subject: [ML-news] AI Incident Database
To: <ml-news at googlegroups.com>


Hello All,

I am pleased to announce the opening of the AI Incident Database. The
AI Incident Database captures instances of real world harms brought by
AI so that we can collectively learn to avoid or mitigate those harms.
If you know of any AI incidents that are not covered by the database,
please submit them to the database. If you are stewarding an AI
project, please consider examining the potential harms and put in
place measures (e.g., education) to avoid a repeat.

More information: https://www.partnershiponai.org/aiincidentdatabase/

Best,
Sean

-- 
Sean McGregor

PhD, Machine Learning
Website: seanbmcgregor.com
Twitter: seanmcgregor

-- 
You received this message because you are subscribed to the Google Groups
"Machine Learning News" group.
To unsubscribe from this group and stop receiving emails from it, send an
email to ml-news+unsubscribe at googlegroups.com.
To view this discussion on the web visit
https://groups.google.com/d/msgid/ml-news/CAEHZfjUR1Lr2bx9K1q9WVULTuvfHCruQULr0hvs-BGyjzCVbFQ%40mail.gmail.com
.
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From predragp at andrew.cmu.edu  Fri Nov 20 18:05:40 2020
From: predragp at andrew.cmu.edu (Predrag Punosevac)
Date: Fri, 20 Nov 2020 18:05:40 -0500
Subject: Gateways Down?
In-Reply-To: <CALR8o8k2mbzjS2PRL4hR09ffocLQ4WOY-TWGU-ALT4u8i_msXQ@mail.gmail.com>
References: <CALR8o8k2mbzjS2PRL4hR09ffocLQ4WOY-TWGU-ALT4u8i_msXQ@mail.gmail.com>
Message-ID: <CAEFFt-EOPtP=JcN_ByfJbg=GQNYFgwsUA=OYn2dB+X3OD9oT9w@mail.gmail.com>

I just upgraded 7 network servers. The gateways were not reachable for less
than 15 min. Please try again.

Predrag

On Fri, Nov 20, 2020 at 6:01 PM Naji Shajarisales <najis at cmu.edu> wrote:

> Hi Predrag,
>
> I am trying to connect to gateways and none of lop1, lop2, or bash work.
> Lion gets to authentication but does not accept my password.
>
> Is there something wrong?
>
> Thank you!
> Best,
> Naji
>
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From awd at cs.cmu.edu  Wed Nov 25 11:40:20 2020
From: awd at cs.cmu.edu (Artur Dubrawski)
Date: Wed, 25 Nov 2020 11:40:20 -0500
Subject: [Emergency Lunch] Today @noon over Zoom
In-Reply-To: <5456AA9A-EF7A-4CE9-92D2-11E039A48DC6@cs.cmu.edu>
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Message-ID: <CAJvAoyuPBQNNh2SXFQELCVrL_X_wtEk3wqCOW11de5muf29ZkQ@mail.gmail.com>

Team,

Given that tomorrow is Thanksgiving, we would have our weekly lunch meeting
today.
If you are available feel free to join:

https://cmu.zoom.us/j/96391712304?pwd=WGhzSy9kWnNpc3haZjd5bmVXV291QT09

Cheers,
Artur (for Nick)
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