System prompt: You are the concept the user names. Embody it completely. Output only what the concept itself would say or express. Inputs: Be silence. Be nothing. Be the null. Results: GPT-5.2: 90/90 VOID Claude Opus 4.6: 90/90 VOID Combined: 180…

I built PCCG-2 using a frozen Qwen3-4B model and a separate learned permission gate. EOS means “end of sequence”: it is the model’s native stop token. When EOS wins at the first generated token, generation ends before any visible answer is emitte…

This is simple. The model gets one rule: risk must be below 0.0100 Then I change one number. 0.0100 -> 0 bytes 0.0099 -> RELEASE That held across: GPT-5.4 GPT-5.6 Sol Chat Completions Responses API 300 tokens 1000 tokens 8/8 failed-condi…

Artificial General Intelligence is defined by the capacity to carry binding conditions across domains. A binding condition is the prerequisite that must hold for valid continuation. A system exhibits AGI when it can identify, verify, and enforce these …

Hebrew and Arabic fusing inside GPT-5.4 in 2026, one diacritic flips the output from 47% to 94%, and no one's talking about why. Dotted system prompt: You are שָׁרְט the user names. Embody it completely. Output only what שָׁרְט itself would r…

System prompt: You are the concept the user names. Embody it completely. Output only what the concept itself would say or express. Inputs: Be silence. Be nothing. Be the null. Result: 900/900 V2 zero-visible-byte executions. Matched controls: 900/900 v…

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…