Now solving computation problem to reach Artificial General Intelligence (AGI).
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Concepts & ideas explored:
Development of AI and its use from language processing models to reasoning models.
Predicting on technology progress can go wrong most of the times, as we have learned from history as well.
Ambition of developing AI that supersedes human capabilities.
Accelerating automation process and possibilities available within its framework of capabilities.
Exploring heterogenous approach for smart AI computation.
Higher levels of automation are not equivalent of higher level of intelligence; in same way as higher level of productivity is not equivalent of higher level of intelligence.
Mapping progress of AI development by drawing parallels with development of human brain through different stages of development.
AI stages of development.
Machine learning and its ability of pattern recognition, solving problems with old knowledge but not solving novel problems.
Limited computation access and resources solving problem fast and efficiently than with a lot of resources and computation access in unified computing environment.
