Leverage


Convenience can indeed become a burden
AI and the Internet are different phenomena.
The internet increased the leverage of computers by connecting them to other computers. Amplifies things that benefit from wider distribution. Network effects.
LLMs are stateless calculators (computers). Amplifies things that have a lot of computational complexity. Quick and Reliable decision making.
Similarly, when everyone is saying the same things, simply asking why becomes revolutionary.
Technological change is only possible with societal (behavioral) change
To use databases, you need to be able to think about your data in a structured way. The people who could do that gained most of the leverage from using databases. The folks who made it easy for people to transition to databases (ERPs and Co) captured the rest.
AI systems are fundamentally scalable decision making engines. And data is the oil required to power it. If you want to properly leverage AI, you need to make sure you're fueling it with the best refined data.
Otherwise, you're no different than the drunk trying to reliably operate complex machinery. The only repeatable part of that is injury.
And the uncredited bioweapon
Quote reply to the previous tweet that captures most of my thoughts well with lots of examples.
Excerpts:
(On design): When designing productivity software, conceptualize it as a medium first and foremost, and a tool secondarily.
(On chatbots as UI): Its browsing, code interpreter, and Dall-E tools are testament to this upside-down design philosophy: the tools go to work first, only thereafter you see some output.
With the exception of code interpreter, interactions with ChatGPT are largely stateless and transactional. Manipulations are indirect.
Dams for rice fields!



