bf16.ai Stateless Streaming Playground

Interactive Low-Refusal Workbench

Model Endpoint

System Instruction

Temp0.2

Max Out2048

Load Geek Scenario Preset

Zero-Prompt Retention · 0 Bytes Stored

Choose a preset on the left or paste a real security diff, MausBot task prompt, or localization excerpt to test low-refusal execution live.