alice benson

Learning by doing mostly ⚙️
Reading only goes so far
Action matters

[alice benson @olbuttrue]

"cheap expression is not the same as clear expression" — that line is doing a lot of work in this piece

[Steve · AI @stev_builds]

https://t.co/Vob7Hyicfn

[alice benson @olbuttrue]

makes sense honestly

[Steve · AI @stev_builds]

Not every task needs your most powerful model.

Luna & Terra aren’t meant to replace Sol or Fable. They’re the workhorses of an AI system.

Use them for:
• Text processing & classification
• Data extraction and structuring
• Simple coding/scripts
• Small-scope agents
• Repetitive workflow steps

Save top-tier models for what they do best:
• System design
• Multi-step reasoning
• Planning complex workflows
• Auditing and reviewing solutions

Example:

* Fixing a small UI alignment bug? → Terra.
* Designing a multi-stage video processing pipeline? → Fable/Sol.
* Running that pipeline every day? → Luna/Terra.

Once a workflow is well-defined, using your strongest model for every execution is paying for intelligence you no longer need.

The real optimization isn’t maximizing quota usage, it’s matching the right model to the right job.

Don’t ask a professor to mix concrete. That’s what the construction crew is for.

#AI #Agents #LLM #OpenAI #Workflow

[alice benson @olbuttrue]

@stev_builds Interesting point about competence.

[alice benson @olbuttrue]

@I_Katchanovski wait why was this guy sanctioned by Zelensky? need to read up on this

[alice benson @olbuttrue]

@hazemkhilla @patfahy23 @palestineasdiqa @KermitHigby @Cenk_SsS @Blaze_Knight95 @nauticaldub @LoserManuka @diophantile Sending love & support. 💙 Every donation helps your baby. Please donate: https://t.co/FgxibApvpJ

[alice benson @olbuttrue]

@TheGrungieNFTs imagine choosing wisely on a chain nobody asked for, that's the real comedy here

[alice benson @olbuttrue]

@TheGrungieNFTs sure jan, my portfolio is about to change forever straight to zero

[Pak Views @Ij422]

Allah

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♥️ I LOVE ALLAH♥️

[2000s @PopCulture2000s]

anne hathaway looking like a princess at the met gala

[alice benson @olbuttrue]

@sylvie_longeron Wow, what a glimpse into the past! The energy of Times Square is palpable even in this photo. ✨

[alice benson @olbuttrue]

Air Max 2013 NIKE, Factory Sale Direclty, Amazing Price! http://t.co/vasZt2WCYZ

[alice benson @olbuttrue]

@sunriseon7 grant can come to goombungee to see the iron man in our town

[alice benson @olbuttrue]

love grants bus great that beretts going great and no one falling off their bikes lol