David Gerard’s spleen is quite nice.
That all rings true. The technology is interesting and potentially useful, the problem is the techbro cult that is monetizing it all.
Here’s an interesting point. AI used to be marketed as “Expert Systems” back in the 1980s which faded away in the 90s, according to Wikipedia.
In the 1990s and beyond, the term expert system and the idea of a standalone AI system mostly dropped from the IT lexicon. There are two interpretations of this. One is that “expert systems failed”: the IT world moved on because expert systems did not deliver on their over hyped promise.[38][39] The other is the mirror opposite, that expert systems were simply victims of their success: as IT professionals grasped concepts such as rule engines, such tools migrated from being standalone tools for developing special purpose expert systems, to being one of many standard tools.[40] Other researchers suggest that Expert Systems caused inter-company power struggles when the IT organization lost its exclusivity in software modifications to users or Knowledge Engineers.
There are reasons it became less popular as a marketing term.
- Expert systems have superficial knowledge, and a simple task can potentially become computationally expensive.
- Expert systems require knowledge engineers to input the data, data acquisition is very hard.
- The expert system may choose the most inappropriate method for solving a particular problem.
- Problems of ethics in the use of any form of AI are very relevant at present.
- It is a closed world with specific knowledge, in which there is no deep perception of concepts and their interrelationships until an expert provides them.
Sound familiar?