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Unlike many of his generation, DVorkin can plausibly call himself a web veteran, having spent eight years at AOL before launching his own startup, True/Slant, in 2009, which he used as the testbed for the Forbes contributor model.
FORBES has a contributor model, too.
Our expert contributor model has 1,500 entrepreneurial journalists.
Ironically, it's legacy media that has lately been turning to the contributor model.
We'll be running this contributor model for the next few months.
– Our contributor model expands the pool of knowledgeable content creators to authors, academics and topic-specific experts.
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Even so, its unpaid contributors model raised questions about the future of journalism.
TMK was a primary contributor to model design, model data acquisition and meta-analysis, programming, and methodology review.
As Wikipedia crosses this milestone Tuesday, it's worth acknowledging that — at its best — its community has long been adulting, the contributors modeling a selflessness that's increasingly rare online.
MCW was a key contributor to model design and vetted the model structure and analyses.
The code is open-source and has an interesting contributor funding model, too; every merged pull request is rewarded with some of the Bitcoin donated to the project as a whole.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com