Pith Number

pith:RRSTML4D

pith:2025:RRSTML4DVVYVJZKYGQ5DOUHFZT

not attested not anchored not stored refs pending

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Andrey Kuznetsov, Anna Borisiuk, Anton Razzhigaev, Aysel Mirzoeva, Elizaveta Goncharova, Nikita Dragunov, Nikita Kurdiukov, Temurbek Rahmatullaev

arxiv:2508.05305 v2 · 2025-08-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RRSTML4DVVYVJZKYGQ5DOUHFZT}

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

1 paper in Pith

Parallel LLM Reasoning for Bias-Resilient, Robust Conceptual Abstraction

Receipt and verification

First computed	2026-05-27T01:04:49.806590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c65362f83ad7154e558343a3750e5ccdb728b63dfb0e76c80cfbb8b432b741c

Aliases

arxiv: 2508.05305 · arxiv_version: 2508.05305v2 · doi: 10.48550/arxiv.2508.05305 · pith_short_12: RRSTML4DVVYV · pith_short_16: RRSTML4DVVYVJZKY · pith_short_8: RRSTML4D

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/RRSTML4DVVYVJZKYGQ5DOUHFZT \
  | 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: 8c65362f83ad7154e558343a3750e5ccdb728b63dfb0e76c80cfbb8b432b741c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddde7bbd7eeb9ea9aabaee42b15b57b9453fad3e844941daf0d7a8c9303ebdfe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-07T12:03:44Z",
    "title_canon_sha256": "de4e36a94395f16b65a7a4af48102170db92d4a8e5dcb323d13c415af313d478"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05305",
    "kind": "arxiv",
    "version": 2
  }
}