The Google Knowledge Vault Claimed to Be the Future

May 31, 2016

Back in 2014, I heard rumors that the Google Knowledge Vault was supposed to be the next wave of search.  How many times do you hear a company or a product making the claim it is the next big thing?  After I rolled my eyes, I decided to research what became of the Knowledge Vault and I found an old article from Search Engine Land: “Google ‘Knowledge Vault’ To Power Future Of Search.” Google Knowledge Graph was used to supply more information to search results, what we now recognize as the summarized information at the top of Google search results.  The Knowledge Vault was supposedly the successor and would rely less on third party information providers.

“Sensationally characterized as ‘the largest store of knowledge in human history,’ Knowledge Vault is being assembled from content across the Internet without human editorial involvement. ‘Knowledge Vault autonomously gathers and merges information from across the web into a single base of facts about the world, and the people and objects in it,’ says New Scientist. Google has reportedly assembled 1.6 billion “facts” and scored them according to confidence in their accuracy. Roughly 16 percent of the information in the database qualifies as ‘confident facts.’”

Knowledge Vault was also supposed to give Google a one up in the mobile search market and even be the basis for artificial intelligence applications.  It was a lot of hoopla, but I did a bit more research and learned from Wikipedia that Knowledge Vault was nothing more than a research paper.

Since 2014, Google, Apple, Facebook, and other tech companies have concentrated their efforts and resources on developing artificial intelligence and integrating it within their products.  While Knowledge Vault was a red herring, the predictions about artificial intelligence were correct.


Whitney Grace, May 31, 2016
Sponsored by, publisher of the CyberOSINT monograph


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