+1 to using "Assisted-by".

The Apache guidelines at 
https://www.apache.org/legal/generative-tooling.html#:~:text=When%20providing%20contributions,Tooling%2DProvenance%20file
 do not dictate any particular indicator, but I still think we should have an 
indicator that AI tooling was used to better communicate who/what exactly 
generated the change.

On 2026/05/04 23:23:56 Quanlong Huang wrote:
> I think "Assisted-by" used in the Linux communities is more
> suitable/accurate. It means "AI is considered a tool (similar to a compiler
> or static analysis tool) and not an author. The human contributor must
> review, understand, and vouch for every line of code, regardless of whether
> it was written by them or an AI".
> 
> https://docs.kernel.org/process/coding-assistants.html
> https://docs.rockylinux.org/10/guides/contribute/ai-contribution-policy/
> 
> Quanlong
> 
> On Thu, Jan 29, 2026 at 10:07 PM Zoltán Borók-Nagy <[email protected]>
> wrote:
> 
> > Thanks, Michael. Yeah, I agree that we should have clear guidelines and I
> > also don't think we should overuse "Generated-by" if it was only used for
> > fairly trivial stuff.
> >
> > I also find the scope of "Generated-by" in the commit message too large as
> > it doesn't provide any hint which parts were AI generated.
> >
> > I think it would make sense to add "Generated-by" to class/function
> > comments that were mostly generated by AI.
> >
> > - Zoltan
> >
> > On Tue, Jan 27, 2026 at 9:59 PM Michael Smith <[email protected]>
> > wrote:
> >
> > > These guidelines seem to leave some of the specifics up to individual
> > > projects. I think we should agree on some clearer guidelines for
> > > contributors, and post it on our wiki
> > > <
> > https://cwiki.apache.org/confluence/display/IMPALA/Contributing+to+Impala
> > > >.
> > >
> > > I do have GitHub Copilot enabled, and my rule-of-thumb is if I do more
> > than
> > > accept small auto-complete suggestions (not much different to what
> > > pre-generative tooling produced) that I can immediately understand, I add
> > > "Generated-by: GitHub Copilot (<model>)" to the commit message, like in
> > > apache/impala#ac1c11dd
> > > <
> > >
> > https://github.com/apache/impala/commit/ac1c11dd8256e8a81e138f43663de06610441d41
> > > >
> > > or apache/impala#c0b3580
> > > <
> > >
> > https://github.com/apache/impala/commit/c0b35807543f96cb382240717ab552d17f6f78a6
> > > >
> > > .
> > >
> > > On Mon, Dec 15, 2025 at 4:39 AM Zoltán Borók-Nagy <[email protected]
> > >
> > > wrote:
> > >
> > > > Dear Contributors,
> > > >
> > > > With AI tools getting more popular these days, please take some time to
> > > > read the ASF Generative Tooling Guidance:
> > > > https://www.apache.org/legal/generative-tooling.html
> > > >
> > > > Kind regards,
> > > >     Zoltan Borok-Nagy
> > > >
> > >
> >
> 

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