<transcript><audio_41>graphs of you know most of the technologies that we use today um have been you know in some way shape or form influenced by venture capital um and so on the the structure has this kind of what i like to call a ladder</transcript><transcript><audio_42>or staircase structure where you have companies being able to raise different amounts of funding at different stages so that you can try out things at smaller scale and if they're working if you get a good signal then you can start scaling and so this entire structure</transcript><transcript><audio_43>this ability of of the the market to optimize for these pieces is part of what enables a venture capital success story that you can have many different funds operating at these different stages with different perspectives and thesis about how to do it right um and and in reality you have</transcript><transcript><audio_44>thousands to tens of thousands of entities doing this um to to make this work really well so again it's a signal processing problem it's about how do you aggregate information in that massive scale optimization surface bring it together into a resource allocation</transcript> graphs of you know most of the technologies that we use today um have been you know in some way shape or form influenced by venture capital um and so on the the structure has this kind of what i like to call a ladder or staircase structure where you have companies being able to raise different amounts of funding at different stages so that you can try out things at smaller scale and if they're working if you get a good signal then you can start scaling and so this entire structure this ability of of the the market to optimize for these pieces is part of what enables a venture capital success story that you can have many different funds operating at these different stages with different perspectives and thesis about how to do it right um and and in reality you have thousands to tens of thousands of entities doing this um to to make this work really well so again it's a signal processing problem it's about how do you aggregate information in that massive scale optimization surface bring it together into a resource allocation
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