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photon_lines a day ago

Why in the world would economists need to study this? It's been known that large bureaucracies have been dysfunctional for over a couple of decades now if not centuries. The large reason is because 1) the incentives to do great work are not there (most of the credit for a huge company's success goes to the CEO who gets 100X the salary of a regular worker while delivering usually pretty much nothing) 2) politics usually plays a huge role which gives a huge advantage to your competition (i.e. your competition needs to spend less time on politics and more time on the actual product) and 3) human beings don't functionally work well in groups larger than 100-250 due to the overwhelming complexity of the communication needed in order to make this type of structure work. Incentives though I think are the primary driver - most people at companies like IBM don't have any incentives to actually care about the product they produce and that's the secret behind the ruin of almost every large company.

Edit: you also seem to be giving too much credence to Watson. Watson was actually mostly a marketing tool designed to win in Jeopardy and nothing else. It was constructed specifically to compete in that use-case and was nowhere near to the architecture of a general transformer which is capable of figuring out meta-patterns within language and structurally understanding language. You can read about Watson's design and architecture here if you're curious: https://www.cs.cornell.edu/courses/cs4740/2011sp/papers/AIMa...

johnnyanmac 15 hours ago | parent | next [-]

More like we need psychologists to ask "why are companies still working with IBM's efficiencies 30 years after its peak?" The workers don't have to care but the businesses dealing with IBM should.

fruitplants 9 hours ago | parent [-]

I may be wrong but I think it's mostly for things like enterprise support in case something goes wrong. IBM has had a large footprint in enterprises (WebSphere MQ, etc). People don't want disruptions in case your own kafka cluster with in-house engineers accountable for everything. So having enterprise support for product/ infra gives a sense of safety. At times rightly so. Depends on a lot of factors- risk appetite, capabilities of in-house engineers, what's at stake, and mostly psychological safety, etc.

shadow28 19 hours ago | parent | prev | next [-]

> most of the credit for a huge company's success goes to the CEO who gets 100X the salary of a regular worker while delivering usually pretty much nothing

Well, in Confluent's case I'm not so sure that's true given that their CEO is also the company founder as well as one of the original authors of Apache Kafka.

jimbokun 17 hours ago | parent [-]

Not Confluent, IBM.

21 hours ago | parent | prev | next [-]
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