Ismail Labiad(@is_labiad):Repeated sampling is the default way to scale LLM reasoning at test time. But token level noise often produces many near duplicate attempts that follow the same high level idea. 🧵 How can we cover more of the solution space without sacrificing throughput?

2026.09.23 14:01

Repeated sampling is the default way to scale LLM reasoning at test time. But token level noise often produces many near duplicate attempts that follow the same high level idea. 🧵 How can we cover more of the solution space without sacrificing throughput?