AI2AI and Decentralized web

The usual stubborn and repetitive patterns of every day existence, persistent use of the mind's internal rule system.     Rumination, often tied to depression or anxiety, acting that resists correction, even when new evidence appears.

 More and more sophisticated AI allows users to skip the hard work on building, updating and refining skills.     The risk of making human kind lazier, dumber, lulled to sleep. What is the alternative, smart way of AI use?!

Capitalism has been an economic system for several hundred years. After centuries of growth it is entering a     self-destructive stage valuing activities with little tangible value but generating big amount of money...

 What goes on in one's mind which outside observer may label as stupid. Varios definitions of stupidity.     More information and data may justify stupidity. Intelligence as the way to provide simple and elegant solutions.

  The bedrock of action, capacity to act independently, make choices, effect change. Skills and smarts as     the power to strategisze, to mobilize resources, to persevere. Not easily measurable as the intelligence...

Comparing 2 models of economy and development of 2 leading countries - strategic long term thinking vs     short term chase of profit and success. Is it possible to take elements in development from each other?!

What does a LLM do? Definition of intelligence. LLM's handling of a reversal. Reasoning or reciting?!     Testing of LLM on abstract skills. Testing LLMs based on the theory of mind. Planning abilities...

Fueled by machine learning and computational power AI is getting 'opinionated'. It can anticipate outcomes,     recognize errors, weigh and select objectives based on pre-programmed safety, accuracy, and fairness.

Biological intelligence (BI) with built-in purpose, organization and aim at the smallest level and up.     Contrast with mechanistic, top-down approach used in current AI. What could be applied from the BI approach?!

 True knowledge is set and does not vary - it is tightly bound to evidence and has consistent internal logic.     The contrast between pure science and pseudo-science. Reasoning by its nature, demands coherence with facts and logic.