Researcher Predicts Models Will Output Only Encrypted Data Within Two Generations

Researcher Arthur Colle predicts that within two model generations, text output will vanish, replaced by encrypted tool calls and reasoning, possibly delivered via black-box WebRTC/WebSocket APIs.

2026-08-19 ~ 2026-08-19 · 3 related posts

• Prediction: No text output in 2 model generations, only encrypted tool calls — arthurcolle · 2026-08-19
• Proposal for black box WebRTC API with no visibility, only blobs — arthurcolle · 2026-08-19
• Researcher Predicts End of Text Interfaces in Two Model Generations — arthurcolle · 2026-08-19