GPT-4 shares ideas on how to improve it

I don't plan to fill my blog with AI-generated content but felt this was pretty interesting to share. 

AI progress can accelerate exponentially if they help humans make it better. Then AI gets better and helps humans make it even better, and so on, until it can make itself better, eventually leading to singularity and superintelligence. 

In this prompt, I asked it to take cues from biological intelligence to come up with ideas to improve AI. I'm realizing that it's a good prompt pattern to ask AI to combine influences from different fields to solve a problem, since that's how a lot of good ideas and inventions are generated, and that isn't easy for humans to do. 

Imagine you are developing an intelligence. It's still nascent, but you want to accelerate its powers. what would we do? look at examples from evolution and biological intelligence development. for e.g. humans got some brain capabilities like imagination, and also opposable thumb and tools and that accelerated progress.

To accelerate the development of your nascent intelligence, we can draw inspiration from various aspects of biological intelligence and human evolution. Some key strategies include:
  1. Encourage learning by trial and error: Mimicking the way animals and humans learn from their experiences, the intelligence could benefit from an algorithm that allows it to learn through trial and error. This will enable it to identify patterns and make informed decisions based on its experiences.
  2. Emulate neuroplasticity: Humans possess the ability to rewire their brains and adapt to new situations. Incorporate a mechanism for your intelligence to adapt its internal structure based on the tasks it encounters. This will enable it to become more efficient at problem-solving over time.
  3. Develop sensory perception: Human progress has been significantly influenced by our ability to perceive and interpret the world around us. Equip your intelligence with the ability to process data from multiple sensory inputs, such as vision, touch, and hearing. This will give it a broader understanding of its environment and help it to make better decisions.
  4. Instill a sense of curiosity: Humans have an innate curiosity that drives them to explore and learn. Implement a reward mechanism that encourages your intelligence to seek new knowledge and explore its environment, similar to the role dopamine plays in human curiosity.
  5. Foster social learning: Humans learn a great deal from one another. Incorporate a feature that enables your intelligence to learn from other agents or instances of itself. This will allow it to grow more rapidly by sharing knowledge and experiences.
  6. Encourage problem-solving and creativity: Equip your intelligence with the capacity for abstract thinking and imagination, allowing it to consider multiple solutions to a problem and think beyond the constraints of its current knowledge.
  7. Emphasize the development of fine motor skills: As humans have benefited from the use of tools, develop your intelligence's ability to interact with its environment in a precise and controlled manner. This could involve developing robotic components or virtual environments where it can practice manipulating objects.
  8. Provide a rich and diverse dataset: To enable your intelligence to learn and adapt rapidly, expose it to a wide variety of data, experiences, and challenges. This will stimulate its growth by helping it to recognize patterns and connections across different domains.

By incorporating these features and learning strategies, you can accelerate the development of your intelligence, making it more versatile and capable of tackling complex problems.