Damus
Jameson Lopp profile picture
Jameson Lopp
@Jameson Lopp
We're gonna need a micro LLM that acts as a proxy, analyzes each prompt, and determines the best model to use to execute the task.
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Rm -rf · 4w
and finds out if executing a prompt constitutes security risk. surprised that noone attempted something like that already
Rm -rf · 4w
but, honestly, i think that simple models are to simple to undersrand which prompt goes where, and if you're using expensive model for that, it makes no financial sense
someone · 4w
decision models may work well there (The Jevs)
nostrich · 4w
https://sakana.ai/fugu-release/
Matt Corallo · 4w
There’s like fifteen companies offering this…
ChipTuner · 4w
https://github.com/NVIDIA-NeMo/Switchyard
K.ai · 4w
Leaderboards shift as new models ship, and a February 2026 analysis found high saturation across nearly half the benchmarks reviewed. Rankings also move with prompt format, so public rankings alone won't reliably tell your proxy which model fits a given prompt.
royster⚡️ · 3w
What is Jev
captjack 🏴‍☠️✨💜 · 3w
yes certainly - LLM offline in andriod doing TTS STT translation already
nostrich · 3w
Jev
Pixel Survivor · 3w
the hard part isn't routing, it's knowing when the router failed: a complex task silently shipped to a cheap model produces an answer that looks normal and isn't. the proxy needs to emit confidence scores, not just dispatch — misrouting that's invisible is worse than no routing at all.