Trendoday

Provable Inference

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  • Points198
  • Comments87
–Rank now
#10Peak rank
2Days on list
204Score · 7d
Nov 4, 2026First seen
Rank · 7 days

On Hacker News

Points
198
Comments
87
Submitted by
ltononro
Posted
Nov 4, 2026
Site
anthropic.com

Story details from Hacker News ↗ · linked article on anthropic.com.

Trending history

Provable Inference was first seen on Hacker News · Front page on Nov 4, 2026. Since then it has appeared in 84 checks on 2 different days. Its best position was #10 of 30, reached on Nov 5, 01:37 UTC. It dropped off the list after Nov 5, 14:07 UTC.

Rank history

Position on Hacker News · Front page at every check (lower is better).

#1#11#20#30 17:2222:3303:4408:5614:07 Nov 4, 17:22 UTC · #30Nov 4, 17:37 UTC · #26Nov 4, 17:52 UTC · #22Nov 4, 18:07 UTC · #22Nov 4, 18:22 UTC · #21Nov 4, 18:37 UTC · #18Nov 4, 18:52 UTC · #19Nov 4, 19:07 UTC · #17Nov 4, 19:22 UTC · #15Nov 4, 19:37 UTC · #15Nov 4, 19:52 UTC · #16Nov 4, 20:07 UTC · #16Nov 4, 20:22 UTC · #14Nov 4, 20:37 UTC · #13Nov 4, 20:52 UTC · #12Nov 4, 21:07 UTC · #12Nov 4, 21:22 UTC · #13Nov 4, 21:37 UTC · #13Nov 4, 21:52 UTC · #14Nov 4, 22:07 UTC · #14Nov 4, 22:22 UTC · #15Nov 4, 22:37 UTC · #14Nov 4, 22:52 UTC · #14Nov 4, 23:07 UTC · #14Nov 4, 23:22 UTC · #14Nov 4, 23:37 UTC · #13Nov 4, 23:52 UTC · #12Nov 5, 00:07 UTC · #12Nov 5, 00:22 UTC · #11Nov 5, 00:37 UTC · #11Nov 5, 00:52 UTC · #11Nov 5, 01:07 UTC · #11Nov 5, 01:22 UTC · #11Nov 5, 01:37 UTC · #10Nov 5, 01:52 UTC · #10Nov 5, 02:07 UTC · #10Nov 5, 02:22 UTC · #11Nov 5, 02:37 UTC · #11Nov 5, 02:52 UTC · #11Nov 5, 03:07 UTC · #11Nov 5, 03:22 UTC · #11Nov 5, 03:37 UTC · #10Nov 5, 03:52 UTC · #11Nov 5, 04:07 UTC · #11Nov 5, 04:22 UTC · #12Nov 5, 04:37 UTC · #13Nov 5, 04:52 UTC · #14Nov 5, 05:07 UTC · #14Nov 5, 05:22 UTC · #14Nov 5, 05:37 UTC · #13Nov 5, 05:52 UTC · #14Nov 5, 06:07 UTC · #14Nov 5, 06:22 UTC · #14Nov 5, 06:37 UTC · #13Nov 5, 06:52 UTC · #13Nov 5, 07:07 UTC · #13Nov 5, 07:22 UTC · #13Nov 5, 07:37 UTC · #13Nov 5, 07:52 UTC · #13Nov 5, 08:07 UTC · #14Nov 5, 08:22 UTC · #14Nov 5, 08:37 UTC · #13Nov 5, 08:52 UTC · #13Nov 5, 09:07 UTC · #13Nov 5, 09:22 UTC · #13Nov 5, 09:37 UTC · #14Nov 5, 09:52 UTC · #15Nov 5, 10:07 UTC · #13Nov 5, 10:22 UTC · #13Nov 5, 10:37 UTC · #13Nov 5, 10:52 UTC · #13Nov 5, 11:07 UTC · #14Nov 5, 11:22 UTC · #14Nov 5, 11:37 UTC · #12Nov 5, 11:52 UTC · #12Nov 5, 12:07 UTC · #12Nov 5, 12:22 UTC · #13Nov 5, 12:37 UTC · #12Nov 5, 12:52 UTC · #13Nov 5, 13:07 UTC · #12Nov 5, 13:22 UTC · #13Nov 5, 13:37 UTC · #13Nov 5, 13:52 UTC · #13Nov 5, 14:07 UTC · #12

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hacker News.

077153232 17:2222:3303:4408:5614:07 Nov 4, 17:22 UTC · 4Nov 4, 17:37 UTC · 22Nov 4, 17:52 UTC · 31Nov 4, 18:07 UTC · 43Nov 4, 18:22 UTC · 58Nov 4, 18:37 UTC · 70Nov 4, 18:52 UTC · 78Nov 4, 19:07 UTC · 85Nov 4, 19:22 UTC · 95Nov 4, 19:37 UTC · 103Nov 4, 19:52 UTC · 111Nov 4, 20:07 UTC · 120Nov 4, 20:22 UTC · 124Nov 4, 20:37 UTC · 129Nov 4, 20:52 UTC · 132Nov 4, 21:07 UTC · 139Nov 4, 21:22 UTC · 141Nov 4, 21:37 UTC · 143Nov 4, 21:52 UTC · 145Nov 4, 22:07 UTC · 147Nov 4, 22:22 UTC · 149Nov 4, 22:37 UTC · 151Nov 4, 22:52 UTC · 153Nov 4, 23:07 UTC · 155Nov 4, 23:22 UTC · 159Nov 4, 23:37 UTC · 162Nov 4, 23:52 UTC · 163Nov 5, 00:07 UTC · 166Nov 5, 00:22 UTC · 169Nov 5, 00:37 UTC · 170Nov 5, 00:52 UTC · 171Nov 5, 01:07 UTC · 173Nov 5, 01:22 UTC · 174Nov 5, 01:37 UTC · 174Nov 5, 01:52 UTC · 174Nov 5, 02:07 UTC · 174Nov 5, 02:22 UTC · 175Nov 5, 02:37 UTC · 177Nov 5, 02:52 UTC · 179Nov 5, 03:07 UTC · 179Nov 5, 03:22 UTC · 184Nov 5, 03:37 UTC · 186Nov 5, 03:52 UTC · 187Nov 5, 04:07 UTC · 187Nov 5, 04:22 UTC · 189Nov 5, 04:37 UTC · 191Nov 5, 04:52 UTC · 196Nov 5, 05:07 UTC · 197Nov 5, 05:22 UTC · 198Nov 5, 05:37 UTC · 198Nov 5, 05:52 UTC · 200Nov 5, 06:07 UTC · 201Nov 5, 06:22 UTC · 202Nov 5, 06:37 UTC · 204Nov 5, 06:52 UTC · 206Nov 5, 07:07 UTC · 207Nov 5, 07:22 UTC · 207Nov 5, 07:37 UTC · 207Nov 5, 07:52 UTC · 209Nov 5, 08:07 UTC · 210Nov 5, 08:22 UTC · 212Nov 5, 08:37 UTC · 213Nov 5, 08:52 UTC · 214Nov 5, 09:07 UTC · 215Nov 5, 09:22 UTC · 217Nov 5, 09:37 UTC · 218Nov 5, 09:52 UTC · 219Nov 5, 10:07 UTC · 222Nov 5, 10:22 UTC · 222Nov 5, 10:37 UTC · 223Nov 5, 10:52 UTC · 223Nov 5, 11:07 UTC · 225Nov 5, 11:22 UTC · 226Nov 5, 11:37 UTC · 226Nov 5, 11:52 UTC · 226Nov 5, 12:07 UTC · 227Nov 5, 12:22 UTC · 228Nov 5, 12:37 UTC · 228Nov 5, 12:52 UTC · 228Nov 5, 13:07 UTC · 229Nov 5, 13:22 UTC · 231Nov 5, 13:37 UTC · 232Nov 5, 13:52 UTC · 232Nov 5, 14:07 UTC · 232

From the discussion

A few top-level comments from Hacker News, shortened. Read the full thread on Hacker News.

This is built on VerInf, work that I did as a MARS fellow. They ripped everything down to the choice of 400B Maverick from us with very little attribution. Cool, I guess... https://github.com/jamespetrie/verinf

I've been writing about the need for provable inference (and training) on and off for a number of years; this is welcome news and a good start, and a significant improvement on prior zk results. The problems of inference proof for a closed model provider are more difficult than an open model provider -- you can get a…

> In both cases the question is the same: how can a company be sure of which weights are actually running on its servers? > the resulting commitment is good for about 16 million requests, after which the provider has to commit again. > The client downloads the commitment, ~6.5 MB in all, and then one proof per…

Questions

Is Provable Inference trending on Hacker News right now?

Not at the moment. It was last on the list on Nov 5, 14:07 UTC, after 2 days of trending.

What is the highest rank Provable Inference reached?

#10 on Hacker News · Front page, on Nov 5, 01:37 UTC. Trendoday checks this list every 15 minutes.

How long has Provable Inference been trending?

It was first seen on Nov 4, 2026 and has been on the list on 2 days (84 checks) since.

How much discussion did it get on Hacker News?

198 points and 87 comments; submitted by ltononro on Nov 4, 2026.