<transcript><audio_19>works well at the at various different scales in this optimization surface um it's similar to to biological evolution where it enables a run time where new organisms can emerge they need resources so they are forced</transcript><transcript><audio_20>to optimize if they don't optimize they will die and if they find a good sweet spot they can grow potentially reproduce potentially continue operating and so on and if at any point they lose track of reality</transcript><transcript><audio_21>they'll weather and die and that's extremely crucial to this optimization process working the other thing that's crucial it is that is that it's open and permissionless that at any point a new entity can can start anywhere in the optimization surface and try to optimize from there um using local information</transcript> works well at the at various different scales in this optimization surface um it's similar to to biological evolution where it enables a run time where new organisms can emerge they need resources so they are forced to optimize if they don't optimize they will die and if they find a good sweet spot they can grow potentially reproduce potentially continue operating and so on and if at any point they lose track of reality they'll weather and die and that's extremely crucial to this optimization process working the other thing that's crucial it is that is that it's open and permissionless that at any point a new entity can can start anywhere in the optimization surface and try to optimize from there um using local information
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