sundial.md
sundial.md is How we fine-tuned Inkling-Small on the largest dataset of real LaTeX compilation errors to date and got it ahead of every API model we tested, in under a second per fix.. It is ranked #418 on the Dev Radar, in AI dev tools, first seen 3 days ago and shared in 1 post (3.8k views).
Fixing LaTeX errors in under a second · Sundial Blog Fixing LaTeX errors in under a second By Florent Tavernier · Sundial Research · 2026 · 09 · 16 By Florent Tavernier · Sundial Research · 2026-09-16 By Florent Tavernier, Sundial Research, September 16, 2026 In the past few years, frontier AI models have made significant progress in mathematical research. Every week, a new result is announced, from the disproof of the Jacobian conjecture [1] to a finite-time singularity for the Navier–Stokes equations [2] . Yet has any of this changed how mathematicians work? For many of them, not much. In our conversations, two reasons came up again and…
What people said about sundial.md on X
Sundial put the effort in getting RLVR right: training on verified fixes instead of artificial errors, smart rewards that disincentivize hacking, and deterministic scoring. The result — a trained Inkling-Small that fixes 83.7% of LaTeX errors in under 1 second and $.0013.
— @tinkerapi, 3 days ago · 54 likes · see the post
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sundial.md in numbers
- Rank on the Dev Radar: #418 of 1578
- Shared in 1 post by 1 account: @tinkerapi
- 3.8k views on those posts
- First seen 3 days ago, last shared 3 days ago
- Pricing seen by Jev: not stated
- Market: AI dev tools
FAQ
What is sundial.md?
How we fine-tuned Inkling-Small on the largest dataset of real LaTeX compilation errors to date and got it ahead of every API model we tested, in under a second per fix. It was first shared on X 3 days ago and is ranked #418 on the Dev Radar.
Is sundial.md free?
Pricing is not stated on the page we read.
Who shared sundial.md?
1 account on X, including @tinkerapi, in 1 post totalling 3.8k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 14.4k posts from 4.7k X accounts over the last 21 days, 1.6k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 21:10 UTC. Full method.