Hoi,
A few questions:

   - how expensive is it to add all references, undoubled, from all our
   projects to Wikidata AND have them link to where they are used
   - how expensive is it to check if these references are still there and
   link to content at archive.org
   - how expensive is it to create a search engine with the subjects and
   the titles what can be searched for
   - consider this an experiment, what would happen if we make it available
   to the public without fanfare?
   - how expensive would it be to allow a public to add links to youtube
   and whatever when they are linked to subjects [1]


   - how expensive is it to flag to Wikipedias and other projects that
   lists are likely incorrect based on information that we have in the wiki
   sphere?

[1] I watched How gut microbes keep us healthy as we age | Tim Spector &
Nicola Segata - YouTube <https://www.youtube.com/watch?v=d_3dfXbVl2k> could
link it to these two scientists but I am adding citations for the key
paper.. Gut micro-organisms associated with health, nutrition and dietary
interventions - Scholia <https://qlever.scholia.wiki/work/Q140511862>

Thanks,
      GerardM

On Sat, 11 Jul 2026 at 22:59, Michael Snow via Wikimedia-l <
[email protected]> wrote:

> On 7/11/2026 10:43 AM, Alex Stinson via Wikimedia-l wrote:
>
> *Interfaces are cheap, informed curators are expensive*
>
> Agentic AI, Coding tools and LLMs are making the cost of new interfaces 
> *extremely
> cheap, *so cheap that I am commissioning a complex knowledge repository
> for a fraction of the cost and time it would take otherwise. Interface
> projects like WikiProject Med's offline medical Wikipedia App, which used
> to take several months of highly specialized software development, can now
> be spun up in a long weekend with a Claude Code Max subscription. Sage's
> tool is a perfect example of this: perfect for a small market of users,
> unlikely to be a "headline" Wikimedia tactic for getting in front of users,
> because Youtube and AI search interfaces already do this exact thing.
>
> What is not cheap for all of the other platforms (and is often paid for by
> ads), but which we have in abundance, is motivated humans who can
> continue curating the knowledge (and more than 25 years of experiments on
> facilitating knowledge equity focused gap filling). The questions we need
> to address are:
>
>    - Do the curators understand the future of distribution to other
>    humans we need to be building for across multiple future internet
>    scenerios?
>    - Do the curation practices serve diverse forms of access (languages,
>    geographies, topics) from that distribution?
>    - Do the curators understand demand and how curation choices affect
>    distribution to that demand?
>
> These three questions all implicitly require some kind of training and
> education for curators, on matters not directly affecting curation
> activity. Our volunteers are motivated, yes, but what motivates is the
> curation they enjoy, not necessarily tangential considerations. People
> contribute because "I see a typo", "I'm collecting bits of trivia in this
> space", "This leaves out a key fact", or "That's just flat wrong", and the
> wiki makes them all (relatively) easy to fix. For us, it's "cheap" as in
> we've lowered the investment required to participate. Some curators will be
> willing to invest additional engagement on big-picture issues, so it may
> nevertheless be helpful to offer such training, but there's still
> investment cost on both sides and I do not see it moving the needle when
> focusing on the competitive landscape.
>
>
>    - Can we recruit the next generation of curators who don't "assume"
>    that the pageview metric is the reason we contribute?
>
> I question whether that assumption is in fact prevalent. Even in the world
> of professional media, those paid to curate or generate content often
> resist the implications, whether out of principled beliefs or because they
> fear impact to their livelihood. This conversation has emphasized such
> metrics because those participating care about reaching a broader audience.
> But in terms of what motivates curation at a basic level, once it is
> established that there is some audience out there, I don't know that the
> order of its magnitude matters all that much. Audience demand results in
> more information to curate and more space in which to work, and I think
> that motivates equally with reach if not more. People may find it as
> satisfying to work on en:Wedding of Taylor Swift and Travis Kelce, even
> though en:Taylor Swift and en:Travis Kelce undoubtedly have higher
> pageviews.
>
> To use the wheat production infographic as another illustration,
> personally I care less about the interface behavior than what I could do to
> help better curate. Suppose I had information about how much wheat Sudan
> produced in 2011 (currently "no data"), or wanted to address the
> anachronistic use of present-day national boundaries going back all the way
> to 1961? Where would I even start? Otherwise, maybe it increases the visual
> appeal of one article a bit, and we could even reproduce that across a
> bunch of articles, but we'd also be throwing up massive barriers to
> maintenance.
>
> What we most need is to simplify, to make it easier for volunteers to
> steer in the direction we would like them to go. Then they can self-select
> according to what meets their interests. I believe the success of Wikidata
> so far - "success" in the sense that its potential aligns more with "early
> Wikipedia" than "early Wikiversity" - is in large part because it provides
> a vast new space for curation, and has been integrated in a way that makes
> it easy for those interested to go and participate, while it is
> simultaneously easy to ignore for those who are less interested.
>
> --Michael Snow
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