Trendoday

Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights

1 comments · ai

  • Comments15
–Rank now
#7Peak rank
2Days on list
224Score · 7d
Nov 3, 2026First seen
Rank · 7 days

On Lobsters

ai
Score
50
Comments
15
Submitted by
timschumi
Tags
ai
Site
rikiyat.github.io

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

Trending history

Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights was first seen on Lobsters · Hottest on Nov 3, 2026. Since then it has appeared in 65 checks on 2 different days. Its best position was #7 of 25, reached on Nov 3, 10:21 UTC. It dropped off the list after Nov 4, 11:21 UTC. The same link also trended on Hacker News, which raises its cross-platform score.

Rank history

Position on Lobsters · Hottest at every check (lower is better).

#1#9#17#25 03:2111:2119:2103:2111:21 Nov 3, 03:21 UTC · #20Nov 3, 03:51 UTC · #21Nov 3, 04:21 UTC · #18Nov 3, 04:51 UTC · #17Nov 3, 05:21 UTC · #17Nov 3, 05:51 UTC · #12Nov 3, 06:21 UTC · #11Nov 3, 06:51 UTC · #11Nov 3, 07:21 UTC · #11Nov 3, 07:51 UTC · #11Nov 3, 08:21 UTC · #9Nov 3, 08:51 UTC · #9Nov 3, 09:21 UTC · #9Nov 3, 09:51 UTC · #8Nov 3, 10:21 UTC · #7Nov 3, 10:51 UTC · #7Nov 3, 11:21 UTC · #7Nov 3, 11:51 UTC · #7Nov 3, 12:21 UTC · #7Nov 3, 12:51 UTC · #7Nov 3, 13:21 UTC · #8Nov 3, 13:51 UTC · #8Nov 3, 14:21 UTC · #7Nov 3, 14:51 UTC · #7Nov 3, 15:21 UTC · #7Nov 3, 15:51 UTC · #8Nov 3, 16:21 UTC · #9Nov 3, 16:51 UTC · #9Nov 3, 17:21 UTC · #9Nov 3, 17:51 UTC · #9Nov 3, 18:21 UTC · #10Nov 3, 18:51 UTC · #10Nov 3, 19:21 UTC · #10Nov 3, 19:51 UTC · #10Nov 3, 20:21 UTC · #11Nov 3, 20:51 UTC · #12Nov 3, 21:21 UTC · #13Nov 3, 21:51 UTC · #13Nov 3, 22:21 UTC · #13Nov 3, 22:51 UTC · #12Nov 3, 23:21 UTC · #13Nov 3, 23:51 UTC · #13Nov 4, 00:21 UTC · #13Nov 4, 00:51 UTC · #13Nov 4, 01:21 UTC · #14Nov 4, 01:51 UTC · #14Nov 4, 02:21 UTC · #14Nov 4, 02:51 UTC · #15Nov 4, 03:21 UTC · #16Nov 4, 03:51 UTC · #16Nov 4, 04:21 UTC · #16Nov 4, 04:51 UTC · #17Nov 4, 05:21 UTC · #17Nov 4, 05:51 UTC · #18Nov 4, 06:21 UTC · #18Nov 4, 06:51 UTC · #18Nov 4, 07:21 UTC · #18Nov 4, 07:51 UTC · #19Nov 4, 08:21 UTC · #19Nov 4, 08:51 UTC · #21Nov 4, 09:21 UTC · #23Nov 4, 09:51 UTC · #24Nov 4, 10:21 UTC · #24Nov 4, 10:51 UTC · #23Nov 4, 11:21 UTC · #25

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Lobsters.

0173451 03:2111:2119:2103:2111:21 Nov 3, 03:21 UTC · 5Nov 3, 03:51 UTC · 5Nov 3, 04:21 UTC · 6Nov 3, 04:51 UTC · 7Nov 3, 05:21 UTC · 7Nov 3, 05:51 UTC · 10Nov 3, 06:21 UTC · 14Nov 3, 06:51 UTC · 14Nov 3, 07:21 UTC · 14Nov 3, 07:51 UTC · 15Nov 3, 08:21 UTC · 16Nov 3, 08:51 UTC · 18Nov 3, 09:21 UTC · 19Nov 3, 09:51 UTC · 21Nov 3, 10:21 UTC · 22Nov 3, 10:51 UTC · 24Nov 3, 11:21 UTC · 26Nov 3, 11:51 UTC · 27Nov 3, 12:21 UTC · 27Nov 3, 12:51 UTC · 30Nov 3, 13:21 UTC · 30Nov 3, 13:51 UTC · 32Nov 3, 14:21 UTC · 32Nov 3, 14:51 UTC · 34Nov 3, 15:21 UTC · 37Nov 3, 15:51 UTC · 37Nov 3, 16:21 UTC · 37Nov 3, 16:51 UTC · 38Nov 3, 17:21 UTC · 39Nov 3, 17:51 UTC · 42Nov 3, 18:21 UTC · 43Nov 3, 18:51 UTC · 43Nov 3, 19:21 UTC · 43Nov 3, 19:51 UTC · 43Nov 3, 20:21 UTC · 46Nov 3, 20:51 UTC · 47Nov 3, 21:21 UTC · 48Nov 3, 21:51 UTC · 48Nov 3, 22:21 UTC · 49Nov 3, 22:51 UTC · 50Nov 3, 23:21 UTC · 50Nov 3, 23:51 UTC · 50Nov 4, 00:21 UTC · 50Nov 4, 00:51 UTC · 50Nov 4, 01:21 UTC · 50Nov 4, 01:51 UTC · 50Nov 4, 02:21 UTC · 50Nov 4, 02:51 UTC · 50Nov 4, 03:21 UTC · 50Nov 4, 03:51 UTC · 50Nov 4, 04:21 UTC · 50Nov 4, 04:51 UTC · 50Nov 4, 05:21 UTC · 49Nov 4, 05:51 UTC · 49Nov 4, 06:21 UTC · 50Nov 4, 06:51 UTC · 50Nov 4, 07:21 UTC · 50Nov 4, 07:51 UTC · 50Nov 4, 08:21 UTC · 50Nov 4, 08:51 UTC · 50Nov 4, 09:21 UTC · 50Nov 4, 09:51 UTC · 50Nov 4, 10:21 UTC · 50Nov 4, 10:51 UTC · 50Nov 4, 11:21 UTC · 51

Where it trended

From the discussion

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

[Might not be as big a deal as claimed](https://honnibal.dev/blog/astra-read-write-misleading)

This means none provided by the harness, not no tools ever. Several of the experiments provided tools (python and other things), and the logs of both directions including what astra reported as reasoning summaries are linked on the blog post. internal python calculator use would likely tend to show up in the logs if…

Questions

Is Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights trending on Lobsters right now?

Not at the moment. It was last on the list on Nov 4, 11:21 UTC, after 2 days of trending.

What is the highest rank Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights reached?

#7 on Lobsters · Hottest, on Nov 3, 10:21 UTC. Trendoday checks this list every 30 minutes.

How long has Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights been trending?

It was first seen on Nov 3, 2026 and has been on the list on 2 days (65 checks) since.