Pith Number

pith:BQC5GTMG

pith:2025:BQC5GTMGVCRA2LKIGVT6BPFW44

not attested not anchored not stored refs pending

State Stream Transformer (SST) : Emergent Metacognitive Behaviours Through Latent State Persistence

Thea Aviss

arxiv:2501.18356 v1 · 2025-01-30 · cs.LG · cs.AI · 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{BQC5GTMGVCRA2LKIGVT6BPFW44}

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

State Stream Transformer (SST) V2: Parallel Training of Nonlinear Recurrence for Latent Space Reasoning

Receipt and verification

First computed	2026-07-05T10:07:33.121094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c05d34d86a8a20d2d483567e0bcb6e73320985e378b8610b5542782182065ec

Aliases

arxiv: 2501.18356 · arxiv_version: 2501.18356v1 · doi: 10.48550/arxiv.2501.18356 · pith_short_12: BQC5GTMGVCRA · pith_short_16: BQC5GTMGVCRA2LKI · pith_short_8: BQC5GTMG

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/BQC5GTMGVCRA2LKIGVT6BPFW44 \
  | 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: 0c05d34d86a8a20d2d483567e0bcb6e73320985e378b8610b5542782182065ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2d7bbc4deca8002bdbf2f1c3d2aa9fa8b692b2acef5019bcbf1a6ae025551a8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T14:03:36Z",
    "title_canon_sha256": "eac90cc48f9e50402d62b8bcbf9d4d319db61b7221efd0181ff58bc1c704bbe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18356",
    "kind": "arxiv",
    "version": 1
  }
}