Pith Number

pith:IXHJRBG5

pith:2021:IXHJRBG5YFXRZDDO67D26NOHEV

not attested not anchored not stored refs pending

Insiders and Outsiders in Research on Machine Learning and Society

Kush R. Varshney, Yu Tao

arxiv:2102.02279 v1 · 2021-02-03 · 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{IXHJRBG5YFXRZDDO67D26NOHEV}

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

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production

Receipt and verification

First computed	2026-07-05T02:12:46.685270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45ce9884ddc16f1c8c6ef7c7af35c7257f157ef1b9decac873685aead58190d2

Aliases

arxiv: 2102.02279 · arxiv_version: 2102.02279v1 · doi: 10.48550/arxiv.2102.02279 · pith_short_12: IXHJRBG5YFXR · pith_short_16: IXHJRBG5YFXRZDDO · pith_short_8: IXHJRBG5

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/IXHJRBG5YFXRZDDO67D26NOHEV \
  | 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: 45ce9884ddc16f1c8c6ef7c7af35c7257f157ef1b9decac873685aead58190d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07616c7db2e39101d30374e4bd5d541dd44c74c7cdf2751291cd5258925f54e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2021-02-03T20:19:51Z",
    "title_canon_sha256": "1ef3a57602ceebe30717b485eb7543731cc27583babd5d2cbdc3b81804974565"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.02279",
    "kind": "arxiv",
    "version": 1
  }
}