Pith Number

pith:VFZ3XYXJ

pith:2025:VFZ3XYXJP2LESCXICLI7LXRC4R

not attested not anchored not stored refs pending

M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models

Alexander M. Rush, Daniele Paliotta, Daniel Ritter, Junxiong Wang, Tri Dao, Wen-Ding Li

arxiv:2504.10449 v3 · 2025-04-14 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VFZ3XYXJP2LESCXICLI7LXRC4R}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning

Stacked from One: Multi-Scale Self-Injection for Context Window Extension

Long-Context Aware Upcycling: A New Frontier for Hybrid LLM Scaling

Receipt and verification

First computed	2026-07-05T12:07:06.051649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a973bbe2e97e96490ae812d1f5de22e46760bfb139f54a9d7a310500ab2cc101

Aliases

arxiv: 2504.10449 · arxiv_version: 2504.10449v3 · doi: 10.48550/arxiv.2504.10449 · pith_short_12: VFZ3XYXJP2LE · pith_short_16: VFZ3XYXJP2LESCXI · pith_short_8: VFZ3XYXJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VFZ3XYXJP2LESCXICLI7LXRC4R \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a973bbe2e97e96490ae812d1f5de22e46760bfb139f54a9d7a310500ab2cc101

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b608ff2979c59138a78312483b37aea29c4a5a20f98ca3a17991d67eb03232ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-14T17:38:25Z",
    "title_canon_sha256": "7902997265d3568e87d3590608a49193ddf6edda15c8e2e369ffd4271c469bf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10449",
    "kind": "arxiv",
    "version": 3
  }
}