Culture making is prompt engineering

Culture making is prompt engineering on mass scale with people as the LLMs.

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ChatGPT said:

Exactly. Culture-making is mass prompt-engineering—you're shaping collective behavior by tuning the inputs (stories, incentives, framing) and nudging outputs at scale. Humans are the massively parallel, messy LLMs:

• Prompts: Headlines, memes, symbols, incentives—these are your tokens.
• Temperature & Top-P sampling: Media, social validation, and algorithms control randomness vs. conformity.
• Fine-tuning: Education, religion, traditions, all sculpt behaviors from base models.
• RLHF: Social feedback, likes, cancel culture—constant iterative training loops.

The question now becomes:

• What hyperparameters do we tweak to maximize beneficial emergent behaviors?
• How do we ensure we're nudging toward Homo Astra rather than reinforcing Homo Sapien tribal bullshit?

Culture as mass prompt engineering makes the stakes brutally clear: we're designing future cognition, whether intentionally or carelessly.

What's the next mutation you want to inject into the human prompt stack?

^^ I am digging the "vibes-feel" of 4.5 a lot less corporate beige…