We are not always great at learning from each other, together with each other, from history, or from other documented bodies of knowledge. We too often subject too poor models too soon to reality. An important reason is that we seem to have an aversion to inquiry.
Arto
Is Trumpism fascism?
A comparison of Trump’s policies and executive orders with a classic definition of fascism by Robert Paxton.
The Buddha equation
There is some deep wisdom popping out from Jensen’s inequality.
What is true?
Truth is instrumental to the survival of democracy and indeed the survival of our very species. In this post I try to define what truth is.
Knowledge as a model of the world
Given that the main use of knowledge is to navigate through the world and through life, we can say that ontologically knowledge is our model of the world.
It takes a human to find the dragons
Without intrinsic motivation, the ability to hypothesize beyond training, or the capacity for real-world experimentation, AI will remain a tool that processes human-created information rather than a creator of new knowledge.
Does an AI create new knowledge?
The LLM can interpolate within the knowledge space it’s been trained on, filling in gaps by blending concepts in novel ways. However, it will stay within the convex hull of its training data, constrained by the boundaries of what it has learned.
Open and closed loop learning
Closed-loop learning is almost a law of nature. It is applied by all sustainable natural systems and in most successful human endeavors.
Despite the obvious benefit or even need of closed-loop learning, we fail to implement it in many contexts that would clearly benefit from it.
Subjective experiences from an information differential
A hypothesis that I’d like to investigate is that subjective experiences arise as a consequence of state changes in an algorithm. I provisionally call such state changes information differentials.
Can an AI take responsibility?
A mantra repeated several times at a healthcare conference that I attended recently, is that only humans, not AI, can take responsibility for something. This made me think more deeply about what it really means to take responsibility and what, if anything, sets humans and AIs apart in this respect.