Pith. sign in
Pith Number

pith:2QTTMRA7

pith:2023:2QTTMRA7JGHTY64M7VXCXCCGCC
not attested not anchored not stored refs pending

Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey

Amrit Singh Bedi, Dinesh Manocha, Furong Huang, Jonas Geiping, Soumya Suvra Ghosal, Souradip Chakraborty

arxiv:2310.15264 v1 · 2023-10-23 · cs.CL · 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{2QTTMRA7JGHTY64M7VXCXCCGCC}

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

4 papers in Pith

Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings
Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings
Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption
Why AI-Generated Text Detection Fails: Evidence from Explainable AI Beyond Benchmark Accuracy
Receipt and verification
First computed 2026-07-05T07:04:23.700421Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d42736441f498f3c7b8cfd6e2b884610a5f9f75508cd255b7944f00c0aa5640d

Aliases

arxiv: 2310.15264 · arxiv_version: 2310.15264v1 · doi: 10.48550/arxiv.2310.15264 · pith_short_12: 2QTTMRA7JGHT · pith_short_16: 2QTTMRA7JGHTY64M · pith_short_8: 2QTTMRA7
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/2QTTMRA7JGHTY64M7VXCXCCGCC \
  | 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: d42736441f498f3c7b8cfd6e2b884610a5f9f75508cd255b7944f00c0aa5640d
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "877524f5866f31394cef71ee33c9e581177786cf3f763a42c5b50f20ed72df8a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T18:11:32Z",
    "title_canon_sha256": "d5fbd53f8adb998b821c771ffed9ca853eb7654841d56f2a96a3cba650cdb1b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15264",
    "kind": "arxiv",
    "version": 1
  }
}