Pith Number

pith:IQLY2LWV

pith:2024:IQLY2LWVYWUGF5WZ3E5Y6OUPMF

not attested not anchored not stored refs pending

The Illusion of State in State-Space Models

Ashish Sabharwal, Jackson Petty, William Merrill

arxiv:2404.08819 v3 · 2024-04-12 · cs.LG · cs.CC · cs.CL · cs.FL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IQLY2LWVYWUGF5WZ3E5Y6OUPMF}

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

14 papers in Pith

Space-Efficient Language Generation in the Limit

A Verifiable Search Is Not a Learnable Chain-of-Thought

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting

A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking

Pretraining Recurrent Networks without Recurrence

Receipt and verification

First computed	2026-07-05T10:25:05.903621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44178d2ed5c5a862f6d9d93b8f3a8f615ebf0b90c5a08be88b8b4576c37c375d

Aliases

arxiv: 2404.08819 · arxiv_version: 2404.08819v3 · doi: 10.48550/arxiv.2404.08819 · pith_short_12: IQLY2LWVYWUG · pith_short_16: IQLY2LWVYWUGF5WZ · pith_short_8: IQLY2LWV

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/IQLY2LWVYWUGF5WZ3E5Y6OUPMF \
  | 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: 44178d2ed5c5a862f6d9d93b8f3a8f615ebf0b90c5a08be88b8b4576c37c375d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58cfb138c1a4d774d020e96c15fab91681e21f3a24337e336ba7843afb46e777",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.CL",
      "cs.FL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-12T21:30:06Z",
    "title_canon_sha256": "a0b7813a44f32118476c1b03a0967a73d3a5fc8683b5abbaf56fb7e9bd76166d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08819",
    "kind": "arxiv",
    "version": 3
  }
}