Because of generalization. Updating weights allows the model to internalize patterns and apply what it learned to novel situations rather than just retrieving and reusing stored information
Energy is just one component of cost per unit of work, and in most modern economies it's a very small one. Industry has always traded energy efficiency for productivity. Excavators burn huge amounts of fuel compared to…
Everyone cites some niche "human-only" jobs to argue AI won't replace labor. But most of the economy runs on things like document processing, logistics, retail, and factories. High-volume, repeatable, rule-driven tasks,…
There’s a difference between "safety matters" and “safety is the primary constraint". Most companies manage risk to an acceptable level while optimizing for speed and cost. Aerospace companies optimize for minimizing…
There are only so many safety-first companies and products. The vast majority of the economy isn't optimizing for safety
That's a very anthropocentric view. Technology isn't a series of deliberate inventions by us, but an autonomous, self-organizing process. The development of a spear, a bow, or a computer is an evolutionary step in a…
Because of generalization. Updating weights allows the model to internalize patterns and apply what it learned to novel situations rather than just retrieving and reusing stored information
Energy is just one component of cost per unit of work, and in most modern economies it's a very small one. Industry has always traded energy efficiency for productivity. Excavators burn huge amounts of fuel compared to…
Everyone cites some niche "human-only" jobs to argue AI won't replace labor. But most of the economy runs on things like document processing, logistics, retail, and factories. High-volume, repeatable, rule-driven tasks,…
There’s a difference between "safety matters" and “safety is the primary constraint". Most companies manage risk to an acceptable level while optimizing for speed and cost. Aerospace companies optimize for minimizing…
There are only so many safety-first companies and products. The vast majority of the economy isn't optimizing for safety
That's a very anthropocentric view. Technology isn't a series of deliberate inventions by us, but an autonomous, self-organizing process. The development of a spear, a bow, or a computer is an evolutionary step in a…