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Rather than viewing generative AI as a form of artificial intelligence, I posit that it should be seen as an automated tool for tapping into human cultural, lin
by K0balt 3y ago
Rather than viewing generative AI as a form of artificial intelligence, I posit that it should be seen as an automated tool for tapping into human cultural, linguistic, and empirical knowledge.
Data and computation are two sides of the same coin. The 'intelligence' in AI is embedded within the data, with the computational model serving as a tool to access and express this inherent intelligence.
I would argue for a change in perspective towards AI, one that recognizes LLMs as powerful tools for accessing the vast wealth of human cultural knowledge rather than viewing them as a separate form of intelligence. We must carefully consider critical ethical considerations about control, access, and trust that will become increasingly relevant as these tools become more integrated into our everyday lives.
This paradigm shift carries some implications:
LLMs will not achieve superintelligence: Although these models can process information quickly and access a wide range of knowledge, they lack the superior reasoning or inference abilities that would classify them as superintelligence.
LLMs as an extension of human thought: These models can automate and amplify human capabilities but do not introduce new abilities beyond what is already present in human thought processes.
LLMs as mirrors of human culture and knowledge: These models reflect the recorded artifacts of human language, art, and culture. They can make the inherent intelligence within these artifacts accessible, providing a vast information resource.
Implications for the future: Access to this "memetic matrix" of human knowledge will become a fundamental part of being human as these tools become more integrated into our lives, bringing up issues of ownership, access, and the potential for misuse.
Thought consolidation and control of inference engines: There's a potential risk that control of inference engines by a small number of companies could lead to a consolidation of thought that threatens democratic governance. I propose a diversity of federated or self-hosted inference tools as solutions to mitigate this risk.
The necessity for trust and individuality: As these tools become more influential in our lives, maintaining trust in our individual thoughts and avoiding the uncritical acceptance of synthesized ideas from sources with opaque motives will become increasingly important.
Synthetic Inference relies on a vast cultural commons: We cannot allow these commons to be closed off and owned by a few big companies. This resource is the totality of all human knowledge, language, and culture. It belongs to all of humanity. Training data must be open, free, and available for examination.
- hyperliner 3y ago[dead]
- beefield 3y ago> LLMs will not achieve superintelligence: Although these models can process information quickly and access a wide range of knowledge, they lack the superior reasoning or inference abilities that would classify them as superintelligence. > LLMs as an extension of human thought: These models can automate and amplify human capabilities but do not introduce new abilities beyond what is already present in human thought processes. I have toyed with the idea how would the society look like of we have "AI" that is superior to almost all humans in almost all tasks - with the sole exception being the fraction of humans who who are able to create actually new knowledge to humanity and "AI" to exploit. Would be some interesting dynamics if majority of people were completely useless in traditional economic sense, or at best, mindless drones for the physical tasks AI is not (yet) capable of doing. (Feel free someone to write a novel on this)
- ChatGTP 3y agoLast night I was cooking my dinner and I saw a horse fly die a horrible death. It flew through the burning gas, burned it's wings off, landed on the hot cook top and just lied there dying. I quickly dispatched it because it was the most humane thing I could imagine doing. It reminded me how harsh the world can be and reading your comment resonated quite well with me after what I had witnessed. Are we the fly heading for the flame? I think we like to think we're just going to be ok, we'll just be lucky, after all, it's just progress? We've not yet encountered doom...right? However, things really do go badly and it's a shame we don't actually think things through a little bit more before going full steam ahead into a situation where we might lose our wings and wind up on that hot plate. I do understand that it might mean we never end up like that fly as well... I am quite neutral about AI progress but I do think your question is an important one, and I've yet to hear a compelling counter argument to the issue you've described. I guess the plan is we try improvise once Pandora's box has been smashed wide open? All aboard, full steam ahead for progress at all costs captain!!!
- 3y ago