thanks, alek. my point will always be: these LLMs ARE TRAINED on private
data. there is no single one that has not broken out to media regarding
that. however, the capacity of someone claiming propriety over a snippet of
code within an open source codebase is clearly zero. snippets of code are
not a codebase. it does not carry a stamp.
i dont like to mention (cause seems to be an argument of authority), but
the last messages from linus paint very well the scenario: it is inevitable.

disclaimer: i'm biased, since i invest a lot on hardware to run LLMs on my
own. my take is more to try to show that it's not a discussion about
opening the can. it's already opened.


On Tue, Sep 1, 2026 at 1:28 PM Aleksandar Vidakovic <
[email protected]> wrote:

> @Fred Amaral <[email protected]> the difference is that when you copy
> and paste it's YOUR (the human's) choice and responsibility. If your
> argument is that you can copy and paste while ignoring the rules then this
> is certainly true, but even if no one knows then YOU still know that
> something was not right; if no one detects you then congratulations, but if
> someone does then you are the last to hold the bag.
>
> When you delegate all this to a machine then you are in a whole different
> space: when you copy and paste you know what's going on, when an LLM does
> this for you (and it does... however indirectly) then you don't know if
> something wrong happened (was the LLM trained with GPL licensed data?), but
> it doesn't exempt you either (see Adam's proposed policy point no. 2); so
> how can you be accountable if you don't know how the results were put
> together? OpenAI isn't (or doesn't want to be, see disclaimer). Try to open
> 2 separate prompts and enter the same (non-trivial) text... is the result
> reproducible? Claiming to not know doesn't make this problem go away
> suddenly.
>
> On Tue, Sep 1, 2026 at 7:08 PM Fred Amaral via dev <
> [email protected]> wrote:
>
>> in the old world, was taking a snippet from elsewhere a copyright
>> infringement? (really a question, dont know).
>>
>> On Tue, Sep 1, 2026 at 12:56 PM Aleksandar Vidakovic <
>> [email protected]> wrote:
>>
>>> ... this sounds like there is a standard... there is not. This is
>>> already hard to achieve with classic development... there are a ton of
>>> different approaches and (actual) standards (development on embedded
>>> components in the automotive industry and similar)... to really make an
>>> informed decision here we would need to make sure that two people that run
>>> the same tool setup create the same results... I'd say: impossible, but
>>> happy to change my mind if you point to an example where this ever happened
>>> with AI tools.
>>>
>>> On Tue, Sep 1, 2026 at 6:17 PM Prashant Rahulkar <
>>> [email protected]> wrote:
>>>
>>>> I think we should adopt the best industry framework to integrate with
>>>> the Development agent.
>>>>
>>>> Thanks,
>>>> Prashant Rahulkar.
>>>>
>>>> On Tue, 1 Sept 2026 at 17:10, Ádám Sághy <[email protected]> wrote:
>>>>
>>>>> Hi everyone,
>>>>>
>>>>>
>>>>> My two cents:
>>>>>
>>>>>
>>>>> Since AI is already being used, having rules and a playbook would be
>>>>> beneficial to avoid any misunderstandings.
>>>>>
>>>>>
>>>>> Considering its widespread adoption across various fields such as
>>>>> development, debugging, testing, brainstorming, and PR reviewing, we don’t
>>>>> need to debate whether the Apache or Fineract community wants it. It’s
>>>>> already in use, and contributors will continue to use it (*I don’t
>>>>> believe there’s a way to prevent it, nor should it be!*). Let’s focus
>>>>> on determining appropriate boundaries and its intended use.
>>>>>
>>>>>
>>>>> Disclaimer: I am not up to date with latest “recommendations” of
>>>>> Apache on this topic.
>>>>>
>>>>>
>>>>> Regards,
>>>>>
>>>>> Adam Saghy
>>>>>
>>>>>
>>>>>
>>>>> On Sep 1, 2026, at 8:53 AM, Sujan <[email protected]> wrote:
>>>>>
>>>>> Hi Aman,
>>>>>
>>>>> +1 to having some clear boundaries around AI-assisted development.
>>>>>
>>>>> I think there are valid positives and negatives here. AI can
>>>>> definitely help with productivity, debugging, and refactoring, but
>>>>> contributors should still understand and take ownership of the changes 
>>>>> they
>>>>> submit. If PRs become mostly AI-generated, it also makes them much harder
>>>>> to review effectively.
>>>>>
>>>>> I think a lightweight, project-specific policy would be a good middle
>>>>> ground rather than completely discouraging AI or allowing unrestricted 
>>>>> use.
>>>>>
>>>>> On Tue, 1 Sept, 2026, 11:42 VICTOR MANUEL ROMERO RODRIGUEZ, <
>>>>> [email protected]> wrote:
>>>>>
>>>>>> Aman,
>>>>>>
>>>>>> Thank you for starting this important topic.
>>>>>>
>>>>>> *+1 to starting a dedicated discussion and adopting a lightweight,
>>>>>> project-specific AI policy.*
>>>>>>
>>>>>> I support the direction because AI-assisted development is already
>>>>>> happening (it is very noticeable this year before the GSOC and  the
>>>>>> increasing numbers of PRs submitted and merged) and clear, practical
>>>>>> guidelines (for developers and reviewers) will help us benefit from it
>>>>>> without creating problems for maintainers or the project’s legal posture.
>>>>>> An optional disclosure approach plus a short *AI_POLICY.md* inspired
>>>>>> by Apache Fory’s is a sensible starting point. It can be adapted for 
>>>>>> Apache
>>>>>> Fineract rather than copying it wholesale.
>>>>>>
>>>>>> To address the concerns raised earlier (including those from Aleks) I
>>>>>> think is good to stay aligned with the ASF Generative Tooling Guidance
>>>>>> https://www.apache.org/legal/generative-tooling.html
>>>>>>
>>>>>> Best regards
>>>>>>
>>>>>> Victor Romero
>>>>>>
>>>>>>
>>>>>>
>>>>>> El lun, 31 ago 2026 a las 23:44, Aman Mittal (<
>>>>>> [email protected]>) escribió:
>>>>>>
>>>>>>> Hi everyone,
>>>>>>>
>>>>>>> I want to revive the discussion based on
>>>>>>> https://lists.apache.org/thread/xxoqt3jn8trhwo1lnxjy46r1dkolfg1h
>>>>>>>
>>>>>>> and Concerns raised by Aleks in
>>>>>>> https://lists.apache.org/thread/oq25gyjsx0wry4jf58odds9z92pfx6bj
>>>>>>>
>>>>>>> Regarding the usage and guidelines of AI, I think we need to discuss
>>>>>>> AI-assisted development a bit more, so I'm creating this dedicated 
>>>>>>> thread
>>>>>>> on the dev list.
>>>>>>>
>>>>>>> As per my understanding, using AI is fine if contributors understand
>>>>>>> their work and can explain their reasoning for each line.
>>>>>>>
>>>>>>> So, I'm thinking we can start with an optional disclosure policy on
>>>>>>> that.
>>>>>>> I think we can add a AI_POLICY.md for each repo. One policy we can
>>>>>>> take inspiration from is
>>>>>>> https://github.com/apache/fory/blob/main/AI_POLICY.md
>>>>>>> While we do not need to copy it entirely, we can take inspiration
>>>>>>> from it and modify it for FINERACT and all the repos based on community
>>>>>>> feedback.
>>>>>>>
>>>>>>> I suggest that it should include Commonly used AI setups that
>>>>>>> contributors did not declare in an AI usage disclosure.
>>>>>>>
>>>>>>> What does the community think about this?
>>>>>>>
>>>>>>> Regards
>>>>>>> Aman
>>>>>>>
>>>>>>>
>>>>>

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