I can see the concern, but with the LLMs that I've trained, I prompt them with 
the information that they are able to use, but behind the scenes you never  
know if some other data got in there, Output can somewhat  be filtered as well  
(some companies like OpenAI/etc) give you answers like I'm unable to answer 
that question (especially around mental health questions which I'm working with 
on AI companion research).  ie. 
https://oneuptime.com/blog/post/2026-02-16-how-to-configure-content-filtering-policies-in-azure-openai-service/view
  but you are right, the AI Chatbot strategy would need to address your 
concerns.  I'm just wondering if IEEE has seen any bad questions with their 
support information.   I will go ask. 
Does LF/SDPX have a sandbox type area, where this type of tool could be posted 
instead of the main page.



    On Tuesday, April 7, 2026 at 04:27:14 a.m. EDT, Alexios Zavras via 
lists.spdx.org <[email protected]> wrote:  
 
  I would be hesitant to have, on our main website, a chatbot that uses a model 
that has been trained on general "information" found on the Internet.As you 
probably know, there is no way to restrict what questions the chatbot can 
answer.
Therefore, I would like to avoid providing an automated way of getting replies 
to prompts like "Tell me all the ways ___ is better than SPDX".
-- zvr --From: [email protected] <[email protected]> on 
behalf of Phil Odence via lists.spdx.org <[email protected]>
Sent: Monday, April 6, 2026 14:46
To: [email protected] <[email protected]>; [email protected] 
<[email protected]>; [email protected] 
<[email protected]>
Subject: Re: Suggestion - AI Chatbot on SPDX website I have pinged the LF 
website guy to see if they have any chatbot plans we can piggyback on. 
From: [email protected] <[email protected]> on behalf of 
Karen Bennet via lists.spdx.org <[email protected]>
Date: Sunday, April 5, 2026 at 12:32 PM
To: [email protected] <[email protected]>, 
[email protected] <[email protected]>, Philip Odence 
<[email protected]>
Subject: Re: Suggestion - AI Chatbot on SPDX website

That;s a  cool idea Phil. IEEE did that for support type questions, but they 
are currently revising to more of an agent type implementation.  Which we might 
want to consider as well.   I figure though the question is more about auto 
generating SPDX JSON, but maybe I'm wrong.  Myself, I have trained a LLM to 
generate SPDX JSON AI BOMs for ISO42001 certification evidence purposes/audits 
and presentation material.   I've been waiting for another tool to valid how 
accurate the JSON results are though with  the LLM that I have. 
Gary,  I found SPDX spec plus examples and code / documentation repositories 
help the LLM 
On Friday, April 3, 2026 at 04:18:26 p.m. EDT, Phil Odence via lists.spdx.org 
<[email protected]> wrote:

Are you thinking a bot that sits on teh website and answers questions about 
SPDX?
From: [email protected] <[email protected]> on behalf of 
Gary O'Neall via lists.spdx.org <[email protected]>
Date: Friday, April 3, 2026 at 2:19 PM
To: [email protected] <[email protected]>
Subject: Suggestion - AI Chatbot on SPDX website


Passing along a suggestion made to me during a call with researchers studying 
SBOM adoption.

 

Since the complexity of SBOM is one of the adoption inhibitors, it was 
suggested we could use AI chatbots that have been trained on the SPDX spec and 
examples.

 

I’ve played around with NotebookLM – pointing it to the SPDX 3 spec and even 
asked it to generate a rather entertaining podcast.

 

I have no idea how to do this, BTW – but if it is doable it could be rather 
useful.

 

Best,

 

Gary



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