Post by Leo Liu

Name: Model intelligence is only 30% of the equation (don’t make stupid mistakes). The other 30% is actual
Uploaded: 2026-07-09T23:48:59.525Z
Channel: Leo Liu
Description: Model intelligence is only 30% of the equation (don’t make stupid mistakes). The other 30% is actually good harness for complex tool use orchestration (use the apps the way I want it to be used). 20%

Principal Market Dev Mgr at Waters | Science communicator | Ex-founder of a failed startup | Traveling enthusiast

Model intelligence is only 30% of the equation (don’t make stupid mistakes). The other 30% is actually good harness for complex tool use orchestration (use the apps the way I want it to be used). 20% is finding the correct use case (that Hokkaido farm use case is a little unexpected. But then why not? My LSU program could use the same live interpreter). 10% is multi-platform sharing (after all, we human like to share our work too). 10% is safety.(okay maybe should be higher, but…)

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