Semantic Networks for Computing and OpenAI
With specific reference to ChatGPT, since that is the only front end I have used with any regularity. I talk about the move towards marginalization of alternative thought. Bad enough as it is now, ...
The curators will, or necessity, curate according to their biases regarding what is good and true. They will be wrong, maybe quite frequently, not being the omniscient ones. Even if they agree, consensus does not having a very clear relationship to truth. So, GIGO (Garbage In gives Garbage Out).
Semantic Network for Computing
This is just a general picture of the nature of computing. It is only a conceptual model. All models are imprecise representations of that which they purport to model. The model can be translated into assertions (below).
Other may disagree with my take, and I am open to differing opinions (theoretically at least, although I can be a cranky and obstinate bugger).
First a Picture
Next, in English (sort of)
This is a very general picture of almost any software/hardware/database system. ChatGPT and the OpenAI must surely use these elements, unless I really am suffering old-age cognitive decline (always a possibility).
It helps to think about the AI beast as just being another implementation of this general pattern. The algorithms are different and odd, the hardware uses some fancy bits for number crunching, and the database is monstrous. It could be more extensive than anything other than the world-wide-web itself; I do not know for sure as there are Terrabye databases out there.
The data will, as is true of all databases, contain erroneous information. I suspect a lot of erroneus information. I wrote several papers (a couple were published) on data quality in years past, and have both thoretical and practical experience with regards to that topic.
The data selection and cleanup process, which the AI developers call ‘curation,’ will be far from perfect. Since the data will consist of many assertions from books and the Internet, it will contain contradictions, and much will be wrong. See my various articles on the law of contradictions and how contradictory assertions cannot all be right, and maybe none of them are.
The curators will, or necessity, curate according to their biases regarding what is good and true. They will be wrong, maybe quite frequently, not being the omniscient ones. Even if they agree, consensus does not having a very clear relationship to truth. So, GIGO (Garbage In gives Garbage Out).
In addition, the developers have admittedly added in constraints so that certain topics are verboten, and other things are labelled as being problematic. I do not know for certain if this is a natural consequence of the data plus the mystery stochastic algorithms or not, but it is my current understanding that through some additional programming, these restrictions have been added to at least AI applications. This is probably done algorithmically, but if done in data, the end result is the same.
Moreover, I blieve it is probable that in the future, if not now, that some of the curators and developers will not be honest brokers, and they will introduce things in the AI which tend to reduce and perhaps marginalize all manner of views which contradict mainstream thinking, and in truth, conform more to the propaganda of the elite.
This I believe is already happening, given the number of controversial topics ChatGPT labels as conspiracy theory. It is hard to see this as only being a consequence of the data used to train the AI. People more familar with AI may set me straight on that score.
My general diagram above has not been subject to peer review, and undoubetly is only an approximation. For the most part, I have not shown the converse statements for the relationships, since that would really clutter the diagram. I used to earn money doing stuff like this, but this was a rush job, so caveat emptor:
Algorithm may be Dynamic Self-modifying Code
Algorithm may be Static Code
Data may be Dynamically Changing Data
Data may be Static Data
Dynamic Self-modifying Code
Dynamically Changing Data may reside in Database/File System
Firmware is Data
Hardware may use Firmware
Hardware runs Software
Internal Software Parameters alter the algorithm of Static Code
Software creates Data
Software implements Algorithm
Software may be Dynamically Self-modifying Code
Software may be Static Code
Software reads Data
Static Code
Static Data may reside in Database/File System
Static Data may reside in Internal Software Parameters
Last, GraphML, for You Techno-Nerds
or
Why would you ever want to know?
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