This will not only improve the transparency of the actual results that are being given but will also improve the debugging / tune-able nobs for server admins. I'm currently envisioning this as a tooltip on the score pill by the result where it shows what components and what values went into the final score.
A local-first bookmark manager with ambition
Improve Algorithmic Transparency of Search Results #1
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lukaswerner.com