Pith Number

pith:3ZFFFB7T

pith:2025:3ZFFFB7TPBHGVGJUB4HQDRFZ7Z

not attested not anchored not stored refs pending

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems

Aditya Tiwari, Anirudh Chari, Brian Zhou, Richard Lian, Suraj Reddy

arxiv:2501.19318 v4 · 2025-01-31 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ZFFFB7TPBHGVGJUB4HQDRFZ7Z}

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.

Receipt and verification

First computed	2026-07-05T11:14:53.195494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de4a5287f3784e6a99340f0f01c4b9fe6583b651090abc22faff1ed4bbd79d5b

Aliases

arxiv: 2501.19318 · arxiv_version: 2501.19318v4 · doi: 10.48550/arxiv.2501.19318 · pith_short_12: 3ZFFFB7TPBHG · pith_short_16: 3ZFFFB7TPBHGVGJU · pith_short_8: 3ZFFFB7T

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/3ZFFFB7TPBHGVGJUB4HQDRFZ7Z \
  | 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: de4a5287f3784e6a99340f0f01c4b9fe6583b651090abc22faff1ed4bbd79d5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "933e071884390359088344b536e7deacace67f1ef9167094d40a4f4a11fea59d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-31T17:15:33Z",
    "title_canon_sha256": "f6ac24781f3b13b15bf289fbfa3a7732de66b51d63d9c673eb4c1b0463140a9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19318",
    "kind": "arxiv",
    "version": 4
  }
}