Pith Number

pith:3PDIUKVG

pith:2024:3PDIUKVG76RDRLQP6W7U66IWVR

not attested not anchored not stored refs pending

Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content

Aleksander Madry, Andrew Ilyas, Hannah Li, Jennifer Allen, Sarah H. Cen

arxiv:2405.05596 v1 · 2024-05-09 · cs.CY · cs.HC · cs.IR · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3PDIUKVG76RDRLQP6W7U66IWVR}

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

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale

Receipt and verification

First computed	2026-07-05T08:17:26.006080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbc68a2aa6ffa238ae0ff5bf4f7916ac743a548362acc72a11e8d215bf156fb1

Aliases

arxiv: 2405.05596 · arxiv_version: 2405.05596v1 · doi: 10.48550/arxiv.2405.05596 · pith_short_12: 3PDIUKVG76RD · pith_short_16: 3PDIUKVG76RDRLQP · pith_short_8: 3PDIUKVG

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/3PDIUKVG76RDRLQP6W7U66IWVR \
  | 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: dbc68a2aa6ffa238ae0ff5bf4f7916ac743a548362acc72a11e8d215bf156fb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d43c8a11e322a0a8dc9e739549c3a09a47b696405bc0c09109404039172e73bc",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.IR",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-05-09T07:36:08Z",
    "title_canon_sha256": "dcecac748b2e380673fffdf084ca3c2a3cf100514da1a98b0f3226ccd5dd6477"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.05596",
    "kind": "arxiv",
    "version": 1
  }
}