TrendBoard

A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt

We ask how much an autoregressive transformer retains of its prompt after generating t tokens. Consider two different prompts followed by the same continuation text, so that any difference in their hi

1 comments

–Rank now
#23Best rank
–Score · 24h
56Score · 7d
2Days on list
5Snapshots
Oct 20, 2026First seen

Summary

A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt was first seen on Hugging Face · Daily papers on Oct 20, 2026. Since then it appeared in 5 hourly checks across 2 days, peaking at #23 on Oct 20, 21:18 UTC. It was last on the list on Oct 21, 03:18 UTC.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 19:1821:1823:1801:1803:18 Oct 20, 19:18 UTC · #25Oct 20, 21:18 UTC · #23Oct 20, 23:18 UTC · #23Oct 21, 01:18 UTC · #24Oct 21, 03:18 UTC · #23

Last 14 days

Best rank per day (UTC).

Oct 14today

Metric history

Platform metric as reported by Hugging Face.

0257 19:1821:1823:1801:1803:18 Oct 20, 19:18 UTC · 7Oct 20, 21:18 UTC · 7Oct 20, 23:18 UTC · 7Oct 21, 01:18 UTC · 7Oct 21, 03:18 UTC · 7

Embed badge

Show that this trended, linking back to this page.

A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt on TrendBoard
<a href="https://trendoday.com/hugging-face/papers/2610.24133-a-conditional-no-hair-theorem-for-transformers-how-language"><img src="https://trendoday.com/badge/hugging-face/papers/2610.24133-a-conditional-no-hair-theorem-for-transformers-how-language.svg" alt="A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt on TrendBoard" height="44"></a>
[![A Conditional No-Hair Theorem for Transformers: How Language Models Forget Their Prompt on TrendBoard](https://trendoday.com/badge/hugging-face/papers/2610.24133-a-conditional-no-hair-theorem-for-transformers-how-language.svg)](https://trendoday.com/hugging-face/papers/2610.24133-a-conditional-no-hair-theorem-for-transformers-how-language)