Curation and Algorithms

Facebook, on the other hand, creates a unique news feed for all of its 1.44 billion users: while Facebook has a huge amount of data, the amount of information any one user will ever be interested in is finite; what is infinite are the number of targets (which means Facebook could never employ enough humans to do the job). In other words, neither Go... See more

It’s possible that algorithms will one day be superior to humans at both of these functions, but I’m skeptical: the critical recognition of context and creativity are the two arenas where computers consistently underperform humans.

First, where context is critical to immediately determining how important something is — as is the case with news — human curators are, at least for now, superior to algorithms. Humans are also able to quickly identify that these forty stories are about the same event, and have the taste to decide which is the best option to present

There are two important advantages to curation:

Ultimately, I see the embrace of curation as a mark of maturation of the technology industry. Today’s technology companies have massive amounts of influence over what people the world over see and consume, and while there is a long ways to go when it comes to transparency about what is seen and why, at least everyone is now being honest about posse... See more

When considering the question of what is better, algorithms or curation, I think this observation that the core Facebook and Google algorithms are actually solving two very different problems is a useful one. Google is seeking the single best answer to a direct query from an effectively infinite number of data points (i.e. the Internet); while the ... See more

Moreover, I’m excited about the real user benefit that can come from balancing algorithms and curation: while Facebook and Google rightly focus on algorithms only, most content is best delivered by a mixture; getting that mixture right will likely prove to be both massively popular and massively valuable.

That said, despite curation’s advantages the two biggest content players of all — Google and Facebook — are pure algorithmic plays. Google News has always been algorithmically driven, but the more important tool for content is Google search itself, which uses the most valuable algorithm in the world to not only find content but to rank it as well. ... See more

Taste figures much more prominently when it comes to Apple Music and other similar endeavors. The DJ-focused Beats 1 “radio” station, for example, is clearly intended to make certain songs popular, not simply identify popularity after it is already attained. This in particular is a natural fit for Apple, and is the part of Apple Music I am most int... See more