Pith Number

pith:DJPA7YNB

pith:2024:DJPA7YNB4KI4FUNY6SXRBPZ5ES

not attested not anchored not stored refs pending

Towards Measuring Goal-Directedness in AI Systems

Dylan Xu, Juan-Pablo Rivera

arxiv:2410.04683 v2 · 2024-10-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJPA7YNB4KI4FUNY6SXRBPZ5ES}

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 Foundations of Collective Agency

Receipt and verification

First computed	2026-07-05T09:38:50.228895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a5e0fe1a1e291c2d1b8f4af10bf3d24b72cb944f6df2115217ac181db8e0d20

Aliases

arxiv: 2410.04683 · arxiv_version: 2410.04683v2 · doi: 10.48550/arxiv.2410.04683 · pith_short_12: DJPA7YNB4KI4 · pith_short_16: DJPA7YNB4KI4FUNY · pith_short_8: DJPA7YNB

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/DJPA7YNB4KI4FUNY6SXRBPZ5ES \
  | 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: 1a5e0fe1a1e291c2d1b8f4af10bf3d24b72cb944f6df2115217ac181db8e0d20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a5b26eba4f3fc2b6d352adf1c964f5899ff58b9d22f119d3efefae9c186006f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-07T01:34:42Z",
    "title_canon_sha256": "7ca96afcf645aace1ef7f40d1dcf86bc28907dbdc51a0154d1c7c08d768325c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04683",
    "kind": "arxiv",
    "version": 2
  }
}