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agree so much. Projects that aim to build a data resource and then let AI use that resource are missing the point. The AI is the data resource. Some projects c
by tomlue 3y ago
agree so much. Projects that aim to build a data resource and then let AI use that resource are missing the point. The AI is the data resource.
Some projects claim that knowledge graphs or other data assets can help the AI retrieve 'true' knowledge. Personally, I believe that the better approach is to develop methods that allow AIs to create their own data assets, the weights in their networks is one of those assets.
The question of truth is still a very hard one. How do you tell an AI that some knowledge is more trustworthy than other knowledge? People have this issue too though.
- __loam 3y agoIf you're relying on a stochastic process like network weights to encode truth then I have some oil to sell you.
- jerf 3y agoWhile the issue of "truth" is interesting and important, it is also fairly orthogonal to the task of simply extracting what a given page or bit of content claims. (Perhaps not 100% orthogonal in the absolute limit, but generally so.) As absolutely hard as I have gone against the semantic web community at times over the post few years, I do not in the slightest hold a failure to "determine truth" against them. I consider them to have been tilting at windmills as it is, criticizing them for failing to conquer that windmill, which humanity has been jousting with since the dawn of recorded history (and probably beyond), would be a degree of cruel I couldn't entertain. :)
- spothedog1 3y agowhat projects are trying to use knowledge graphs to retrieve truth? i've been playing around with that approach. how do you encode your own "truth" that may be different from anothers?