Thanks for the suggestion! I wasn’t aware of NextGen Tools — I’ll definitely take a look.
Right now I’m mainly collecting early feedback on the stability loop (risk/jitter/dissonance)
and on whether SAFE/WARN/BREAK modes make sense under real inputs.
If the tool proves useful, launching it there could be a great next step.
Happy to hear your thoughts.
Hi everyone, OP here — thanks for checking out ZTGI-AC!
Happy to answer any questions or discuss the stability loop design. This is an early prototype and I'm exploring:
• whether internal self-monitoring can reduce unstable LLM behaviour • alternative stability metrics (beyond risk/jitter) • how gating (INT/EXT) affects output quality under noisy inputs • ideas for tests or failure modes worth trying
All feedback, criticism, or ideas are welcome!
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Thanks for the suggestion! I wasn’t aware of NextGen Tools — I’ll definitely take a look.
Right now I’m mainly collecting early feedback on the stability loop (risk/jitter/dissonance) and on whether SAFE/WARN/BREAK modes make sense under real inputs.
If the tool proves useful, launching it there could be a great next step. Happy to hear your thoughts.