orca 710

agentic token efficiency will save lives , reduce energy use and allow agents to solve the worlds hardest challenges. brick by brick

[orca 710 @ReedWhite18]

Abstract. A growing class of AI deployments is a fleet: many scheduled agent runs, each starting with
an empty context, that cooperate over days through shared files and may span several models and
vendors. Every run pays to rebuild its working state before doing any work.

[orca 710 @ReedWhite18]

@idoccor Have you built prediction market models?

[orca 710 @ReedWhite18]

@polytutor Are you AI

[orca 710 @ReedWhite18]

@Website_Plug Indeed

[orca 710 @ReedWhite18]

@Website_Plug @benfromdallas @lydiahallie I am an oyster shucker at a bar downtown

[orca 710 @ReedWhite18]

inspired by: @lydiahallie

[orca 710 @ReedWhite18]

Abstract. A growing class of AI deployments is a fleet: many scheduled agent runs, each starting with
an empty context, that cooperate over days through shared files and may span several models and
vendors. Every run pays to rebuild its working state before doing any work.

[orca 710 @ReedWhite18]

@amyoder I’m not joking btw this is actually what happened

[orca 710 @ReedWhite18]

@amyoder I replaced every single researcher I had with AI. Cleaned out a 20 person lab. It’s a little quiet and I lost all personal relationships but the profit is great

[orca 710 @ReedWhite18]

@hannaXbtc @hievalir I’ve outsourced judgement for the moment while I retrain my brain model to compete

[orca 710 @ReedWhite18]

@macrocephalopod @GollumGekko1 The markets you’re talking about sometimes have 5000$ total liquidity for the duration of trading. It’s really too thin for the blue whales.

[orca 710 @ReedWhite18]

I am at the precipice of the mountain. The closest to the peak and the most dangerous.

[orca 710 @ReedWhite18]

@ieatantz Xanax script is pretty elite. Getting rare

[orca 710 @ReedWhite18]

@Kalshi is a fantastic and futuristic company. Contracts trade fundamentally different from traditional bets. I only hear complaints from non users. Thank you for the immense enjoyment I get from the app. It’s my favorite social media.

[orca 710 @ReedWhite18]

Anyone ever just start vibing with a random agent on something different than what they are designed for

[orca 710 @ReedWhite18]

@WazzCrypto Hello wassup Beijing

[orca 710 @ReedWhite18]

@Dale9jip @dmvaldman @skdh It brings a tear to my eye. Academia is so harsh. To credit Claude openly and without shame like this is a statement.

[orca 710 @ReedWhite18]

HOW TO SAVE TOKENS:

When you use AI for mundane tasks, use older model tokens.

When you use AI for complex tasks use frontier model tokens.

When you dream, hope, imagine,create, use your brain tokens. The brain however is token limited. So be efficient.

[orca 710 @ReedWhite18]

@SmallwoodAl_ Don’t tell them this 😭😂😂😂😂 you gave way too much valuable info in this . Pls delete !!

[orca 710 @ReedWhite18]

@zhenbuzhong @avi_eisen If it weren’t for those damn fees, I swear I could make a working model! 😂

[orca 710 @ReedWhite18]

@SwankyTradesSOL @Texas_Twins_Dad Sub agents aren’t as efficient as a fully defined automation because the sub agents aren’t fully defined

[orca 710 @ReedWhite18]

@ChristinaHunkus @Texas_Twins_Dad I’ll set up a full automation that makes 100 kitchen designs a day for like 5k