Trendoday

Astra can read and write weights to improve Qwen

11 comments

  • Points2398
  • Comments751
–Rank now
#1Peak rank
2Days on list
351Score · 7d
Nov 2, 2026First seen
Rank · 7 days

On Hacker News

Points
2398
Comments
751
Submitted by
dbreunig
Posted
Nov 2, 2026
Site
rikiyat.github.io

Story details from Hacker News ↗ · linked article on rikiyat.github.io.

Trending history

Astra can read and write weights to improve Qwen was first seen on Hacker News · Front page on Nov 2, 2026. Since then it has appeared in 85 checks on 2 different days. Its best position was #1 of 30, reached on Nov 2, 21:37 UTC. It dropped off the list after Nov 3, 16:07 UTC. The same link also trended on Lobsters, which raises its cross-platform score.

Rank history

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

#1#11#20#30 19:0700:2205:3710:5216:07 Nov 2, 19:07 UTC · #14Nov 2, 19:22 UTC · #7Nov 2, 19:37 UTC · #3Nov 2, 19:52 UTC · #2Nov 2, 20:07 UTC · #2Nov 2, 20:22 UTC · #2Nov 2, 20:37 UTC · #2Nov 2, 20:52 UTC · #2Nov 2, 21:07 UTC · #2Nov 2, 21:22 UTC · #2Nov 2, 21:37 UTC · #1Nov 2, 21:52 UTC · #1Nov 2, 22:07 UTC · #1Nov 2, 22:22 UTC · #1Nov 2, 22:37 UTC · #1Nov 2, 22:52 UTC · #1Nov 2, 23:07 UTC · #1Nov 2, 23:22 UTC · #1Nov 2, 23:37 UTC · #1Nov 2, 23:52 UTC · #1Nov 3, 00:07 UTC · #1Nov 3, 00:22 UTC · #1Nov 3, 00:37 UTC · #1Nov 3, 00:52 UTC · #1Nov 3, 01:07 UTC · #1Nov 3, 01:22 UTC · #1Nov 3, 01:37 UTC · #1Nov 3, 01:52 UTC · #1Nov 3, 02:07 UTC · #1Nov 3, 02:22 UTC · #1Nov 3, 02:37 UTC · #1Nov 3, 02:52 UTC · #1Nov 3, 03:07 UTC · #1Nov 3, 03:22 UTC · #1Nov 3, 03:37 UTC · #1Nov 3, 03:52 UTC · #1Nov 3, 04:07 UTC · #1Nov 3, 04:22 UTC · #1Nov 3, 04:37 UTC · #1Nov 3, 04:52 UTC · #1Nov 3, 05:07 UTC · #1Nov 3, 05:22 UTC · #1Nov 3, 05:37 UTC · #1Nov 3, 05:52 UTC · #1Nov 3, 06:07 UTC · #1Nov 3, 06:22 UTC · #1Nov 3, 06:37 UTC · #1Nov 3, 06:52 UTC · #1Nov 3, 07:07 UTC · #1Nov 3, 07:22 UTC · #1Nov 3, 07:37 UTC · #1Nov 3, 07:52 UTC · #1Nov 3, 08:07 UTC · #1Nov 3, 08:22 UTC · #1Nov 3, 08:37 UTC · #1Nov 3, 08:52 UTC · #1Nov 3, 09:07 UTC · #1Nov 3, 09:22 UTC · #1Nov 3, 09:37 UTC · #1Nov 3, 09:52 UTC · #1Nov 3, 10:07 UTC · #1Nov 3, 10:22 UTC · #1Nov 3, 10:37 UTC · #1Nov 3, 10:52 UTC · #1Nov 3, 11:07 UTC · #1Nov 3, 11:22 UTC · #1Nov 3, 11:37 UTC · #1Nov 3, 11:52 UTC · #1Nov 3, 12:07 UTC · #1Nov 3, 12:22 UTC · #1Nov 3, 12:37 UTC · #1Nov 3, 12:52 UTC · #1Nov 3, 13:07 UTC · #1Nov 3, 13:22 UTC · #1Nov 3, 13:37 UTC · #1Nov 3, 13:52 UTC · #1Nov 3, 14:07 UTC · #1Nov 3, 14:22 UTC · #1Nov 3, 14:37 UTC · #1Nov 3, 14:52 UTC · #1Nov 3, 15:07 UTC · #1Nov 3, 15:22 UTC · #1Nov 3, 15:37 UTC · #1Nov 3, 15:52 UTC · #1Nov 3, 16:07 UTC · #1

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hacker News.

095219042885 19:0700:2205:3710:5216:07 Nov 2, 19:07 UTC · 85Nov 2, 19:22 UTC · 215Nov 2, 19:37 UTC · 409Nov 2, 19:52 UTC · 535Nov 2, 20:07 UTC · 642Nov 2, 20:22 UTC · 741Nov 2, 20:37 UTC · 809Nov 2, 20:52 UTC · 900Nov 2, 21:07 UTC · 1000Nov 2, 21:22 UTC · 1064Nov 2, 21:37 UTC · 1163Nov 2, 21:52 UTC · 1252Nov 2, 22:07 UTC · 1322Nov 2, 22:22 UTC · 1382Nov 2, 22:37 UTC · 1439Nov 2, 22:52 UTC · 1498Nov 2, 23:07 UTC · 1546Nov 2, 23:22 UTC · 1605Nov 2, 23:37 UTC · 1653Nov 2, 23:52 UTC · 1683Nov 3, 00:07 UTC · 1720Nov 3, 00:22 UTC · 1765Nov 3, 00:37 UTC · 1797Nov 3, 00:52 UTC · 1838Nov 3, 01:07 UTC · 1859Nov 3, 01:22 UTC · 1887Nov 3, 01:37 UTC · 1905Nov 3, 01:52 UTC · 1924Nov 3, 02:07 UTC · 1960Nov 3, 02:22 UTC · 1985Nov 3, 02:37 UTC · 2009Nov 3, 02:52 UTC · 2035Nov 3, 03:07 UTC · 2059Nov 3, 03:22 UTC · 2079Nov 3, 03:37 UTC · 2108Nov 3, 03:52 UTC · 2128Nov 3, 04:07 UTC · 2135Nov 3, 04:22 UTC · 2152Nov 3, 04:37 UTC · 2178Nov 3, 04:52 UTC · 2199Nov 3, 05:07 UTC · 2221Nov 3, 05:22 UTC · 2244Nov 3, 05:37 UTC · 2255Nov 3, 05:52 UTC · 2284Nov 3, 06:07 UTC · 2307Nov 3, 06:22 UTC · 2326Nov 3, 06:37 UTC · 2353Nov 3, 06:52 UTC · 2370Nov 3, 07:07 UTC · 2387Nov 3, 07:22 UTC · 2407Nov 3, 07:37 UTC · 2431Nov 3, 07:52 UTC · 2457Nov 3, 08:07 UTC · 2468Nov 3, 08:22 UTC · 2485Nov 3, 08:37 UTC · 2502Nov 3, 08:52 UTC · 2515Nov 3, 09:07 UTC · 2537Nov 3, 09:22 UTC · 2538Nov 3, 09:37 UTC · 2587Nov 3, 09:52 UTC · 2608Nov 3, 10:07 UTC · 2538Nov 3, 10:22 UTC · 2650Nov 3, 10:37 UTC · 2662Nov 3, 10:52 UTC · 2676Nov 3, 11:07 UTC · 2691Nov 3, 11:22 UTC · 2697Nov 3, 11:37 UTC · 2720Nov 3, 11:52 UTC · 2738Nov 3, 12:07 UTC · 2752Nov 3, 12:22 UTC · 2767Nov 3, 12:37 UTC · 2781Nov 3, 12:52 UTC · 2793Nov 3, 13:07 UTC · 2806Nov 3, 13:22 UTC · 2825Nov 3, 13:37 UTC · 2833Nov 3, 13:52 UTC · 2842Nov 3, 14:07 UTC · 2852Nov 3, 14:22 UTC · 2861Nov 3, 14:37 UTC · 2871Nov 3, 14:52 UTC · 2874Nov 3, 15:07 UTC · 2877Nov 3, 15:22 UTC · 2880Nov 3, 15:37 UTC · 2880Nov 3, 15:52 UTC · 2884Nov 3, 16:07 UTC · 2885

Where it trended

From the discussion

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

Respectfully to the authors and to everyone here, I ask you to actually read the paper before losing your mind, or at the very least plug it into Claude. It is a cool project but not as nearly as insane as people say. I think the blog writing and subsequent posting overstate the results. Part of my research is in…

This is insane. Astra can, without tooling, determine what games small networks are trained on, can edit the weights of networks directly to improve outcomes, and can hand edit a small qwen model to improve its math skills by like 5x. I'm shook. If you'd asked me this morning whether LLMs have native understanding of…

And here we go... As others have said, while still absolutely insane, I don't find it completely out-of-the-blue surprising. One of the recurring abilities of (current-generation) LLMs seem to be to rapidly grasp very complex systems, where humans would need months or years to reach the same level of expertise. You…

Questions

Is Astra can read and write weights to improve Qwen trending on Hacker News right now?

Not at the moment. It was last on the list on Nov 3, 16:07 UTC, after 2 days of trending.

What is the highest rank Astra can read and write weights to improve Qwen reached?

#1 on Hacker News · Front page, on Nov 2, 21:37 UTC. Trendoday checks this list every 15 minutes.

How long has Astra can read and write weights to improve Qwen been trending?

It was first seen on Nov 2, 2026 and has been on the list on 2 days (85 checks) since.

How much discussion did it get on Hacker News?

2398 points and 751 comments; submitted by dbreunig on Nov 2, 2026.