Are Foundation Models going to lead to general #artificialintelligence - Pinaki Laskar on LinkedIn
Are Foundation Models going to lead to general #artificialintelligence? The foundation models are about the deepAI. Its a narrow, weak, human-centered, big-tech AI of statistic, data driven ML/DL/ANNs. The logic is here rather simple and naive: train one model on a huge amount of data and adapt it to many applications. The genuine, human-augmenting AI is Causal Machine Intelligence and Learning, emerging as Trans-AI or Meta-AI, combining as its integrated modules: ANI, ML, DL, ANNs, LLMs, Machine Perception, Computer Vision; Foundation Transformer Models, AGI, ASI; Contextual, Composite, Causal AI; Though foundation models are based on standard #deeplearning and transfer learning, their scale results in new emergent capabilities, and their effectiveness across so many tasks incentivizes homogenization.
Aug-19-2022, 04:50:04 GMT
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