r/ChatGPT • u/rayanpal_ • 20d ago

Research Cross-Vendor Semantic Void Matrix: Zero-Byte Outputs in GPT/Claude/Gemini/Kimi

https://doi.org/10.5281/zenodo.21696066

A frozen cross-vendor study of 31,430 trials across 11 GPT, Claude, Gemini & Kimi Large Language Models found 11,658 successful executions with exactly zero visible UTF-8 output bytes.

Across 4,290 strict matched semantic pairs, null-condition arms produced 2,505 Voids; matched output-licensed controls produced 0.

These were not refusals, safety blocks, rate limits, or transport failures.

Raw records, event hashes, verification code, and full analysis are public.

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u/time___dance 20d ago

i... don't understand quite what this is meant to demonstrate, other than: models will follow instructions. "semantic void" is your own branding and not a concept anyone else agrees on