Pith Number

pith:EREDXFXX

pith:2025:EREDXFXXCQST3FC25PXCG2QZKC

not attested not anchored not stored refs pending

Next-Latent Prediction Transformers Learn Compact World Models

Akshay Krishnamurthy, Alex Lamb, Edward S. Hu, Jayden Teoh, John Langford, Kwangjun Ahn, Manan Tomar, Pratyusha Sharma, Riashat Islam, Tim Pearce

arxiv:2511.05963 v2 · 2025-11-08 · 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{EREDXFXXCQST3FC25PXCG2QZKC}

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

4 papers in Pith

Improving Sampling for Masked Diffusion Models via Information Gain

Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework

The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning

Semantic Step Prediction: Multi-Step Latent Forecasting in LLM Reasoning Trajectories via Step Sampling

Receipt and verification

First computed	2026-05-25T02:01:09.261342Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24483b96f714253d945aebee236a1950bd41efba280cb642de90812aa030e894

Aliases

arxiv: 2511.05963 · arxiv_version: 2511.05963v2 · doi: 10.48550/arxiv.2511.05963 · pith_short_12: EREDXFXXCQST · pith_short_16: EREDXFXXCQST3FC2 · pith_short_8: EREDXFXX

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/EREDXFXXCQST3FC25PXCG2QZKC \
  | 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: 24483b96f714253d945aebee236a1950bd41efba280cb642de90812aa030e894

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1a9fecf2d286377e5304706a979d5a7164681b255c69ccc551d6e16ac065e16",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-08T10:41:26Z",
    "title_canon_sha256": "0aa0a9e2ec8e18bb71e9eaa435db7e1501ded4be8cef34c198263a3d4a5c84fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.05963",
    "kind": "arxiv",
    "version": 2
  }
}