Pith Number

pith:JA3R6ELJ

pith:2024:JA3R6ELJQMFQ6OXNACI7OJVPRW

not attested not anchored not stored refs pending

TapeAgents: a Holistic Framework for Agent Development and Optimization

Alex Pich\'e, Dzmitry Bahdanau, Ehsan Kamalloo, Gabriel Huang, Jordan Prince Tremblay, Karam Ghanem, Mitul Tiwari, Nicolas Gontier, Oleh Shliazhko, Quaizar Vohra, Rafael Pardinas, Soham Parikh, Torsten Scholak

arxiv:2412.08445 v1 · 2024-12-11 · 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{JA3R6ELJQMFQ6OXNACI7OJVPRW}

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

3 papers in Pith

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Security Considerations for Multi-agent Systems

Receipt and verification

First computed	2026-07-05T09:47:50.321086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48371f1169830b0f3aed0091f726af8dbb134ede5b1da365213b15b7c5406478

Aliases

arxiv: 2412.08445 · arxiv_version: 2412.08445v1 · doi: 10.48550/arxiv.2412.08445 · pith_short_12: JA3R6ELJQMFQ · pith_short_16: JA3R6ELJQMFQ6OXN · pith_short_8: JA3R6ELJ

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/JA3R6ELJQMFQ6OXNACI7OJVPRW \
  | 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: 48371f1169830b0f3aed0091f726af8dbb134ede5b1da365213b15b7c5406478

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15bb25421efb78a51c1756bff0eeda4c280c58ef2da438e8740bebb6a983aca7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-11T15:09:54Z",
    "title_canon_sha256": "f2199a8d10d8d6a08f54d5e4b65628aae4b828b7a0669cfb085b72eceb148ae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08445",
    "kind": "arxiv",
    "version": 1
  }
}