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ElaKiri Talk!
Machine Learning Related Field එකක වැඩ කරන්නේ කවුද?
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<blockquote data-quote="RandomGuy" data-source="post: 27087065" data-attributes="member: 516058"><p>Another funny thing I've ever heard.</p><p>You know what, just try to build a model for a real use case and see how far you can go without understanding underlying implementation.</p><p>If you think it's just installing the framework and feeding data to it, all you might get to work will be their provided example scripts.</p><p></p><p></p><p></p><p>I think you have a big misunderstanding of those concepts..</p><p></p><p>Any software that we consider to render some sort of intelligence, we call it AI.</p><p>Even simple neural networks, that takes some inputs and produces an output based on patterns it has discovered is considered intelligence. It doesn't have to be a robot that can walk and talk and do stuff. DNNs has the ability to find patterns and produce impulsive reactions. And that is a form of intelligence.</p><p></p><p>Moving from DNNs, some architectures such as GANs are used to mimic creativity based on patterns learned. Transformer architecture also can mimic creativity cos of its nature of generalization and specialization back and forth. That is a form of intelligence.</p><p></p><p>AGI is the kind of stuff we seen in movies. As far as I know, there are no AGIs implemented yet. But the field of study exists.</p><p>Oh and I remember deep mind recently said open ended RL will eventually lead to AGI.</p></blockquote><p></p>
[QUOTE="RandomGuy, post: 27087065, member: 516058"] Another funny thing I've ever heard. You know what, just try to build a model for a real use case and see how far you can go without understanding underlying implementation. If you think it's just installing the framework and feeding data to it, all you might get to work will be their provided example scripts. I think you have a big misunderstanding of those concepts.. Any software that we consider to render some sort of intelligence, we call it AI. Even simple neural networks, that takes some inputs and produces an output based on patterns it has discovered is considered intelligence. It doesn't have to be a robot that can walk and talk and do stuff. DNNs has the ability to find patterns and produce impulsive reactions. And that is a form of intelligence. Moving from DNNs, some architectures such as GANs are used to mimic creativity based on patterns learned. Transformer architecture also can mimic creativity cos of its nature of generalization and specialization back and forth. That is a form of intelligence. AGI is the kind of stuff we seen in movies. As far as I know, there are no AGIs implemented yet. But the field of study exists. Oh and I remember deep mind recently said open ended RL will eventually lead to AGI. [/QUOTE]
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