Pith Number

pith:TZFVQCDH

pith:2023:TZFVQCDHNBSPDC3SEUCP4YMHPS

not attested not anchored not stored refs pending

Next Steps for Human-Centered Generative AI: A Technical Perspective

Bolei Zhou, Chien-Sheng Wu, Dingzeyu Li, Jeff Burke, Jennifer Jacobs, Karl D. D. Willis, Matthew K. Hong, Nanyun Peng, Philippe Laban, Ruofei Du, Xiang 'Anthony' Chen

arxiv:2306.15774 v2 · 2023-06-27 · cs.HC · cs.CL · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZFVQCDHNBSPDC3SEUCP4YMHPS}

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

1 paper in Pith

GenTune: Toward Traceable Prompts to Improve Controllability of Image Refinement in Environment Design

Receipt and verification

First computed	2026-07-05T07:27:07.008376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e4b5808676864f18b722504fe61877ca059ade4ea81a02b3b2753602b7901f1

Aliases

arxiv: 2306.15774 · arxiv_version: 2306.15774v2 · doi: 10.48550/arxiv.2306.15774 · pith_short_12: TZFVQCDHNBSP · pith_short_16: TZFVQCDHNBSPDC3S · pith_short_8: TZFVQCDH

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/TZFVQCDHNBSPDC3SEUCP4YMHPS \
  | 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: 9e4b5808676864f18b722504fe61877ca059ade4ea81a02b3b2753602b7901f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d70bb37bc1e89e219f56abab32bb89651e0d89f746fdca95ca99444b8e317ae",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-06-27T19:54:30Z",
    "title_canon_sha256": "3ac3c02f364d3e2fe5f1a0ad3e8d712073f98f0a0294cbd706f32657b3c87093"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15774",
    "kind": "arxiv",
    "version": 2
  }
}