<span class="vcard">/u/rayanpal_</span>
/u/rayanpal_

I made an LLM test you can clone and break

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…

AGI quietly defined 34 days before Microsoft and OpenAI kill AGI Clause?

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 …

AI outputting Hebrew and Arabic in 2026? One diacritic shifts the output from 47% to 94%. They share the same root. Why?

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…

Claude Opus 4.6: 900/900 zero-byte executions under a frozen protocol

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…

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

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…