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pith:LTKCDU7D

pith:2022:LTKCDU7DVDIJT2VUEA4UZSMLGT
not attested not anchored not stored refs pending

On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets

Aishwarya Padmakumar, Di Jin, Dilek Hakkani-Tur, Hyounghun Kim, Mohit Bansal

arxiv:2205.09249 v1 · 2022-05-18 · cs.CL · cs.AI · cs.CV · cs.RO

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\usepackage{pith}
\pithnumber{LTKCDU7DVDIJT2VUEA4UZSMLGT}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T04:24:42.629846Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5cd421d3e3a8d099eab420394cc98b34e153f11bdc69ad7e9f6bb517cd334079

Aliases

arxiv: 2205.09249 · arxiv_version: 2205.09249v1 · doi: 10.48550/arxiv.2205.09249 · pith_short_12: LTKCDU7DVDIJ · pith_short_16: LTKCDU7DVDIJT2VU · pith_short_8: LTKCDU7D
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LTKCDU7DVDIJT2VUEA4UZSMLGT \
  | 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: 5cd421d3e3a8d099eab420394cc98b34e153f11bdc69ad7e9f6bb517cd334079
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f9150700f711d5c96dc86ab6757d94e900f3202770f94e22bc65f7b633addbcc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-18T23:52:21Z",
    "title_canon_sha256": "978f35104c43359d2451b28022401761aa62c1341c08e761235d455f2c9ddf60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.09249",
    "kind": "arxiv",
    "version": 1
  }
}