Pith Number

pith:DX3RMZZI

pith:2021:DX3RMZZIPU6SQMBKJSE45Z3267

not attested not anchored not stored refs pending

Agent Incentives: A Causal Perspective

Eric Langlois, Pedro A Ortega, Ryan Carey, Shane Legg, Tom Everitt

arxiv:2102.01685 v2 · 2021-02-02 · cs.AI · 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{DX3RMZZIPU6SQMBKJSE45Z3267}

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

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

Receipt and verification

First computed	2026-07-05T02:23:26.286580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1df71667287d3d28302a4c89cee77af7f8ec4823a85cd89ddd830e18a100582b

Aliases

arxiv: 2102.01685 · arxiv_version: 2102.01685v2 · doi: 10.48550/arxiv.2102.01685 · pith_short_12: DX3RMZZIPU6S · pith_short_16: DX3RMZZIPU6SQMBK · pith_short_8: DX3RMZZI

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/DX3RMZZIPU6SQMBKJSE45Z3267 \
  | 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: 1df71667287d3d28302a4c89cee77af7f8ec4823a85cd89ddd830e18a100582b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f88bec4b11a63f3f0f4a43995ea288e57a3b28f5d5f917d921f7b7dc072e7c1d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-02-02T18:52:41Z",
    "title_canon_sha256": "c34e4a3ae53193fbe9cf31872b455f8e88df67772325aa666f2b1019a744e149"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.01685",
    "kind": "arxiv",
    "version": 2
  }
}