Pith Number

pith:R2JAXWYT

pith:2026:R2JAXWYT7YG2PTFNGA334WBG7X

not attested not anchored not stored refs pending

AI Trading's Alpha Singularity: Emergent Market Reasoning through Agent-to-Agent Self-Evolution

Bingjun Liu, Siyuan Liu, Yuqi Li

arxiv:2606.29194 v1 · 2026-06-28 · 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{R2JAXWYT7YG2PTFNGA334WBG7X}

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	2026-06-30T01:17:56.719155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e920bdb13fe0da7ccad3037be5826fde45631292d11f175695d43e3a339b84f

Aliases

arxiv: 2606.29194 · arxiv_version: 2606.29194v1 · doi: 10.48550/arxiv.2606.29194 · pith_short_12: R2JAXWYT7YG2 · pith_short_16: R2JAXWYT7YG2PTFN · pith_short_8: R2JAXWYT

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/R2JAXWYT7YG2PTFNGA334WBG7X \
  | 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: 8e920bdb13fe0da7ccad3037be5826fde45631292d11f175695d43e3a339b84f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f253bc707c2c9e1be4f6a2e6427dd72bc074aabb60a01973245ce45b1d522261",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-28T04:41:00Z",
    "title_canon_sha256": "3daf8e7eade9b1304e565114b8c77a65af31a51f98fea225650522f4c8ea1000"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29194",
    "kind": "arxiv",
    "version": 1
  }
}