Dev

@umdcs research @ gel

[Dev @devparagiri]

we formalized this further in long horizon research tasks, specifically where there are multiple goodness of fit metrics that need to be considered and optimized for.

one thing we realized is that the loop is most valuable at the accept/reject boundary.

a global aggregate score can improve while the result moves in the wrong local direction, so the external loop has decide if the agent did actually find a better solution, or did it just find a local tradeoff that makes the headline metric look better?

the paper explore's this on a mechanistic ecology model used in NASA’s Carbon Monitoring System.

https://t.co/B0jjONCvMt

[Addy Osmani @addyosmani]

https://t.co/hIe0UX7z6T

[Dev @devparagiri]

@Aartiutwani walk

[Dev @devparagiri]

@jonathanzliu moshava is also good

[Dev @devparagiri]

@jonathanzliu it’s some dude who combinates things

[Dev @devparagiri]

@parmita @Anon1pvi is this love?

[Dev @devparagiri]

@bubbleboi @parmita LMFAO is this modern romance?

[Dev @devparagiri]

@parmita LMFAOOOO keep the rant going this is peak

[Dev @devparagiri]

@kashvii where is this?

[Dev @devparagiri]

@BhoomiSinghani @UCBerkeley remind me to never come there

[Dev @devparagiri]

@ethanabuck need

[Dev @devparagiri]

@alialobai1 u should try droids by @FactoryAI

[Dev @devparagiri]

@elsaprofitable @yccombinator is that garry tan HOLY

[Dev @devparagiri]

@catarina_chia @SantaClaraUniv @crshmarket @eatposana @ToborlifeAI @LinkedIn @thecollectiv3e

[Dev @devparagiri]

@lialiascg pls slide link

[Dev @devparagiri]

@c00kingwithai yoo u should bring back the blonde hair

[Dev @devparagiri]

@SinaHartung newark

[Dev @devparagiri]

@bpjzy let’s keep it that way

[Dev @devparagiri]

@DevinAI @imjaredz devin let me help make you better ;)

[Dev @devparagiri]

@c00kingwithai @_gregorylugo will stop by later this week!

[Dev @devparagiri]

@c00kingwithai @_gregorylugo holy