Pith Number

pith:RUXI3UYP

pith:2026:RUXI3UYPYYVBG53ZARCDJQBDH7

not attested not anchored not stored refs pending

Grounded Scaling: Why Agentic AI Needs Deterministic Environments

Liang Ding, Xintong Wang

arxiv:2606.22495 v1 · 2026-06-21 · 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{RUXI3UYPYYVBG53ZARCDJQBDH7}

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	2026-06-23T02:13:40.097443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d2e8dd30fc62a137779044434c0233fdb52e9bfd37889b6faa377615830b0ee

Aliases

arxiv: 2606.22495 · arxiv_version: 2606.22495v1 · doi: 10.48550/arxiv.2606.22495 · pith_short_12: RUXI3UYPYYVB · pith_short_16: RUXI3UYPYYVBG53Z · pith_short_8: RUXI3UYP

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/RUXI3UYPYYVBG53ZARCDJQBDH7 \
  | 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: 8d2e8dd30fc62a137779044434c0233fdb52e9bfd37889b6faa377615830b0ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd06c792452a4fabadcebfcaf6d31a09aa1e613b86c8578e43052a059ba5cc90",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-21T13:34:18Z",
    "title_canon_sha256": "1e3d6023606ed1e9b9400bd0f12f8ee83df4ab686438c4c23d040e1bcad6c439"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22495",
    "kind": "arxiv",
    "version": 1
  }
}