Leverage
Hydroelectric Design With Turbines In The Middle Of The Lake
youtu.beDams for rice fields!
AI is the new plastic
notion.so
There is beauty to naturally occurring material… and thought
Alan Chan • My Vision: A Forgotten History
And the uncredited bioweapon

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.
In Defense of Progress
ayokan.mellms are trained on internet-scale datasets, but their effects are not like the internet.
calculators — or tables that can be calculated on (llm + rag) — are better analogs.
the rise of spreadsheet applications allowed professionals to migrate their tables to spreadsheets. eventually, they put even fancier wrappers around their spreadsheets in vertical applications.

Convenience can indeed become a burden