# Thinking Machines releases Inkling 2 Small for long-horizon tasks and fine-tuning on Tinker

> Original title: Inkling 2 Small excels on long-horizon tasks, checks its work visually, and adapts to different harnesses and environments. Try fine-tuni...

- Source: Thinking Machines
- Published: 2026-11-05T23:43:57.000Z
- Bad Influence: https://badinfluence.news/items/dfm3zsq1is0kbu71b55wwp7ng
- Original: https://x.com/thinkymachines/status/2118489528424104201

## Summary

Thinking Machines says Inkling 2 Small performs well on long-horizon tasks, checks its own work visually, and adapts to different harnesses and environments. Users can fine-tune it on Tinker, or have Inkling 2 Small orchestrate the fine-tuning workflow itself.

## Post

Inkling 2 Small excels on long-horizon tasks, checks its work visually, and adapts to different harnesses and environments. Try fine-tuning it on Tinker, or let Inkling 2 Small orchestrate the fine-tuning workflow on its own.