Pith Number

pith:A4ERYAXI

pith:2023:A4ERYAXIUONI4NOWRN5TBLEUP4

not attested not anchored not stored refs pending

AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Jennifer Wortman Vaughan, Q. Vera Liao

arxiv:2306.01941 v2 · 2023-06-02 · cs.HC · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A4ERYAXIUONI4NOWRN5TBLEUP4}

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

13 papers in Pith

Analyzing Multimodal Interaction Strategies for LLM-Assisted Manipulation of 3D Scenes

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift

Analyzing the Presentation, Content, and Utilization of References in LLM-powered Conversational AI Systems

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces

PersonaTeaming: Supporting Persona-Driven Red-Teaming for Generative AI

Receipt and verification

First computed	2026-07-05T06:38:59.085724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07091c02e8a39a8e35d68b7b30ac947f2ad63f6623db008ae7773e2524798d06

Aliases

arxiv: 2306.01941 · arxiv_version: 2306.01941v2 · doi: 10.48550/arxiv.2306.01941 · pith_short_12: A4ERYAXIUONI · pith_short_16: A4ERYAXIUONI4NOW · pith_short_8: A4ERYAXI

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/A4ERYAXIUONI4NOWRN5TBLEUP4 \
  | 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: 07091c02e8a39a8e35d68b7b30ac947f2ad63f6623db008ae7773e2524798d06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0699a2545b58a8fded32b375c4f4fe4b926d21a12a35804895f9c5eed46e68df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-06-02T22:51:26Z",
    "title_canon_sha256": "ce2bcb309e07f6708e024bdf5c3e9034b1fc3d16739e76554284675541b0f6d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01941",
    "kind": "arxiv",
    "version": 2
  }
}