August 2023 - Boeing-kcg-vt - mailman.cs.vt.edu

Starter Training Resources
by Grace (US), Miriam 30 Aug '23

30 Aug '23

Hi all - I am looking forward to next Wednesday's (9/6) Generative AI Core Team meeting where we will: 1. Check in with the Professor and hear about progress/learnings relative to the Level 1 work he is doing on the Sustainability use case. 2. Discuss the "Boeing Enterprise Conversational AI" Proof of Concept that will provide an environment where we can acquire some "hands on" experience with this technology. 3. Discuss what training we should recommend for those members of our team who are new to this technology. * In service of this need, I'd like those team members who are experienced with this technology to review/skan a couple of training options so we can make a recommendation to the team. We'd also like a recommendation for what you consider to be a good UTube video for beginners. * Please reply to this email if you can help us out and copy David Nelson (david.nelson2(a)boeing.com<mailto:david.nelson2@boeing.com>), who will discuss the proposed learning resources at a separate meeting w/those who respond. 4. Send any questions ahead of the meeting to me so we can get them addressed. See you Wednesday!! Miriam Grace, Ph.D. Senior Technical Fellow 425-306-1606

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Why Johnny can't prompt
by Naren Ramakrishnan 23 Aug '23

23 Aug '23

Hi Miriam, Attached is a useful paper that can be added to the collection we discussed yday for Boeing consumption. There are some nice ideas and lessons here that will be useful for end-users. Best, Naren -- Naren Ramakrishnan <http://people.cs.vt.edu/~naren/> Thomas L. Phillips Professor, CS@VT <https://www.cs.vt.edu> Director, Sanghani Center for AI and Analytics <https://sanghani.cs.vt.edu> Director, Amazon-VT Initiative in Efficient & Robust ML Director, NSF NRT UrbComp <https://sanghani.cs.vt.edu/academics/urban-computing/> On Twitter as @profnaren <https://twitter.com/profnaren>

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Generative AI Project Core Team Meeting
by Grace (US), Miriam 17 Aug '23

17 Aug '23

I am shifting our core team meet-ups to bi-weekly beginning in September. -- Do not delete or change any of the following text. -- When it's time, join your Webex meeting here. Meeting number (access code): 2533 155 9143 Meeting password: yXYRA9FG6P3 Join meeting<https://boeing.webex.com/boeing/j.php?MTID=ma7300ad0d8a3f37c8ad92b1e2f9306e7> Tap to join from a mobile device (attendees only) +1-425-943-7320,,25331559143##<tel:%2B1-425-943-7320,,*01*25331559143%23%23*01*> U.S. Northwest - Local (free to Boeing) 1-888-787-5387,,25331559143##<tel:1-888-787-5387,,*01*25331559143%23%23*01*> U.S. - Toll-free (highest cost to Boeing) Join by phone +1-425-943-7320 U.S. Northwest - Local (free to Boeing) 1-888-787-5387 U.S. - Toll-free (highest cost to Boeing) Global call-in numbers<https://boeing.webex.com/boeing/globalcallin.php?MTID=m8d784edf0d4bc29cb0fe…> | Toll-free calling restrictions<https://boeing.webex.com/boeing/customer_tollfree_restrictions.pdf> Join from a video system or application Dial 25331559143(a)boeing.webex.com<sip:25331559143@boeing.webex.com> You can also dial 173.243.2.68 and enter your meeting number. If you are a host, click here<https://boeing.webex.com/boeing/j.php?MTID=m47dd4492551814efdccdd8cce0159983> to view host information. Need help? Go to http://help.webex.com

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Re: [Boeing-kcg-vt] Generative AI Exploration - Core Team
by Sadrpour (US), Amir 16 Aug '23

16 Aug '23

Professor Naren, Could you please confirm if the RAG design you have in mind for phase 1 follows the following architecture ? [cid:image001.png@01D9D03B.1B9A1170] Amir Sadrpour, Ph.D. Principal Data Scientist Associate Technical Fellow

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Generative AI Exploration - Core Team
by Grace (US), Miriam 16 Aug '23

16 Aug '23

Shift for this week to Tuesday -- Do not delete or change any of the following text. -- When it's time, join your Webex meeting here. Meeting number (access code): 2536 196 5246 Meeting password: n3SHvGiYT26 Join meeting<https://boeing.webex.com/boeing/j.php?MTID=me96654b1874a33c5effa597963f3750a> Tap to join from a mobile device (attendees only) +1-425-943-7320,,25361965246##<tel:%2B1-425-943-7320,,*01*25361965246%23%23*01*> U.S. Northwest - Local (free to Boeing) 1-888-787-5387,,25361965246##<tel:1-888-787-5387,,*01*25361965246%23%23*01*> U.S. - Toll-free (highest cost to Boeing) Join by phone +1-425-943-7320 U.S. Northwest - Local (free to Boeing) 1-888-787-5387 U.S. - Toll-free (highest cost to Boeing) Global call-in numbers<https://boeing.webex.com/boeing/globalcallin.php?MTID=m9eedadfd6d370cf8af6f…> | Toll-free calling restrictions<https://boeing.webex.com/boeing/customer_tollfree_restrictions.pdf> Join from a video system or application Dial 25361965246(a)boeing.webex.com<sip:25361965246@boeing.webex.com> You can also dial 173.243.2.68 and enter your meeting number. If you are a host, click here<https://boeing.webex.com/boeing/j.php?MTID=m5612d775bea47ee407307c587c02cde6> to view host information. Need help? Go to http://help.webex.com

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Response from Sustainability to our initial proposal
by Grace (US), Miriam 16 Aug '23

16 Aug '23

Here is the deck we received from the Sustainability folks following our first information sharing meeting. It has the links to references the Professor will be operating upon, as we discussed today. As we discussed, the Virginia Tech focus will be on Use Case 2 in the attached presentation deck. Miriam Grace, Ph.D. Senior Technical Fellow 425-306-1606

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Canceled: Generative AI Exploration - Core Team
by Grace (US), Miriam 04 Aug '23

04 Aug '23

Apologies, but the Professor has a foot surgery and will not be able to attend this week's meeting - we will reconvent on August 16th.

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Re: [Boeing-kcg-vt] Generative AI Exploration - Core Team
by Sadrpour (US), Amir 03 Aug '23

03 Aug '23

Great presentation today. In addition to the first proposed solution which I felt was great, I had one high level suggestion for the graph analytics. The ideas is to identify a sub-set of survey questions or define a set of questions that can be straightforwardly answered with a knowledge graph (questions whose answers are characterized as entities or relations). Then from those set of questions we define a set of entities and relationships. A pretrained language models or a fine-tuned one can be used to extract the entities/relationships from our corpus of documents. We then attempt at answering those questions via the constructed KG and measure performance. Also open if we want to modify this proposal. One request, where can I find the public data that is under consideration for this use-case ? Thank you Amir Sadrpour, Ph.D. Principal Data Scientist Associate Technical Fellow -----Original Appointment----- From: Grace (US), Miriam <miriam.grace(a)boeing.com> Sent: Tuesday, June 13, 2023 10:57 AM To: Grace (US), Miriam; Richey (US), Michael C; naren(a)cs.vt.edu; Sadrpour (US), Amir; boeing-kcg-vt(a)cs.vt.edu; May (US), Richard; naren.ramakrishnan(a)gmail.com; Hubbard (US), William E; O'Brien (US), Matthew J Subject: Generative AI Exploration - Core Team When: Wednesday, August 2, 2023 8:30 AM-10:00 AM (UTC-08:00) Pacific Time (US & Canada). Where: -- Do not delete or change any of the following text. -- When it's time, join your Webex meeting here. Meeting number (access code): 2683 449 2234 Meeting password: n3SHvGiYT26 Join meeting<https://boeing.webex.com/boeing/j.php?MTID=m241be31f3230cd8b3b7c4b64af4529e0> Tap to join from a mobile device (attendees only) +1-425-943-7320,,26834492234##<tel:%2B1-425-943-7320,,*01*26834492234%23%23*01*> U.S. Northwest - Local (free to Boeing) 1-888-787-5387,,26834492234##<tel:1-888-787-5387,,*01*26834492234%23%23*01*> U.S. - Toll-free (highest cost to Boeing) Join by phone +1-425-943-7320 U.S. Northwest - Local (free to Boeing) 1-888-787-5387 U.S. - Toll-free (highest cost to Boeing) Global call-in numbers<https://boeing.webex.com/boeing/globalcallin.php?MTID=mb6697f682e0d9720501a…> | Toll-free calling restrictions<https://boeing.webex.com/boeing/customer_tollfree_restrictions.pdf> Join from a video system or application Dial 26834492234(a)boeing.webex.com<sip:26834492234@boeing.webex.com> You can also dial 173.243.2.68 and enter your meeting number. If you are a host, click here<https://boeing.webex.com/boeing/j.php?MTID=maaa83861ad4f34bfb928bc28aff94226> to view host information. Need help? Go to http://help.webex.com

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