Experts say Casual Conversations v2 is an improvement, but questions remain about its sourcing and labor.
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via email, “I can share that we hired external vendors with our requirements to recruit participants,” and that compensatory rates were determined by these vendors “having the market value in mind for data collection in that location.” When asked to provide concrete figures regarding pay rates, Meta stated it was “[n]ot possible to expand more than what we’ve already shared.”
Deo, however, additionally stated Meta deliberately incorporated “responsible mechanisms” across every step of data cultivation, including a comprehensive literature review in collaboration with academic partners at Hong Kong University of Science and Technology on existing dataset methodologies, as well as comprehensive guidelines for annotators.
For industry observers like Hammond, improvements such as Casual Conversations v2 are welcome, but far more work is needed, especially when the world’s biggest tech companies appear to be entering an AI arms race. “Everyone should understand that this is not the solution altogether. Only a set of first steps,” he writes.
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