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Artificial General Intelligence
Context :
OpenAI advancing towards development of Artificial General Intelligence.
What is Artificial General Intelligence?
A machine or software that can execute tasks akin to human abilities and adapt itself in a wide range of domains. It has abilities like thinking, learning, reasoning which humans have. E.g : Through AGI, self-driving cars adapt in real time.
AGI(Artificial General Intelligence) V AI(Artificial Intelligence) :
- AI rely on algorithms or pre-programmed rules to guide their actions while AGI has the ability to adapt to changing situations like humans do.
- In AI a single task is performed while AGI machine is made to think and respond.
- AI needs a set of Programming for executing tasks while AGI learns from its experiences and tasks.
AGI(Artificial General Intelligence) V GAI(General Artificial Intelligence) :
AGI behaves in a human-like way in all the tasks and GAI is a collection of Deep learning algorithms that can be used to create new content like audio, code, images, text, simulations, and videos.
Applications :
- Better diagnostics and medicine to patients through data analysis.
- In business it will help in real time market predictions.
- Novel ideas, solutions, and creative outputs.
Concerns :
- E-waste and energy consumption : More demand for gadgets, memory chips.
- Erroneous or Discriminatory decisions : It could become uncontrollable
- Job losses : Potential to replace ManPower.
- Securities concerns : Attack to privacy
- Ethical implications : More dependency may lead to loss of basic skills and can be biased, less transparent and can act immorally.