What makes LLMs so unpredictable like circuits?

Tiny input changes trigger hidden state shifts in massive parameter soups—noise, context, sampling all conspire.

Why can't AI be fully deterministic?

Black-box weights plus probabilistic generation bake in variance; hardware glitches seal the deal.

Nope—it's essential witchcraft to nudge the odds, but expect surprises.

They might hybridize analog chaos productively, but perfection's off the table.

🤝 Community & Governance

A circuit refuses to spark. Swap one word in a prompt—poof, genius vanishes. Electronics and AI share the same infuriating whims.

theAIcatchup Apr 10, 2026 3 min read

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Community-driven. Code-first.

#AI non-determinism #AI unpredictability #LLM unpredictability #LLMs #complex systems #non-deterministic AI #prompt engineering

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Originally reported by Dev.to