Automated Research Loop Reproduces Self-Distillation Papers with Tinker

A developer demonstrated an automated research loop using Thinking Machines' Tinker to reproduce post-training self-distillation papers with an agent given a compute budget, with compute cost errors within one dollar.

2026-09-10 ~ 2026-09-10 · 2 related posts

• Autoresearch Loop with Tinker Reproduces Self-Distillation Papers at Predictable Cost — SRSchmidgall · 2026-09-10

1 near-duplicate retellings: simonguozirui