Pith. sign in
Pith Number

pith:4DNYWES7

pith:2026:4DNYWES7NBOMKGWS5PJKTBLLDW
not attested not anchored not stored refs pending

EDGE-OPD: Internalizing Privileged Context with Evidence Guided On-Policy Distillation

Aman Sharma, Aristotelis Lazaridis, Brian King, Dylan Bates, Jack FitzGerald, Vincent Lu

arxiv:2605.23493 v1 · 2026-05-22 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4DNYWES7NBOMKGWS5PJKTBLLDW}

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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.
Receipt and verification
First computed 2026-05-25T02:01:57.687033Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e0db8b125f685cc51ad2ebd2a9856b1dbe6fab436b51422d8236e049b3e61244

Aliases

arxiv: 2605.23493 · arxiv_version: 2605.23493v1 · doi: 10.48550/arxiv.2605.23493 · pith_short_12: 4DNYWES7NBOM · pith_short_16: 4DNYWES7NBOMKGWS · pith_short_8: 4DNYWES7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4DNYWES7NBOMKGWS5PJKTBLLDW \
  | 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: e0db8b125f685cc51ad2ebd2a9856b1dbe6fab436b51422d8236e049b3e61244
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fd2c5e2950c35127e6b94b9e8ac03430a3cfbbcf58d1361b7c2966e8b070a098",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-22T10:55:15Z",
    "title_canon_sha256": "d1978916c4f631f47fcb349d472d17addc4f2ea1708a1281df2f50039c583ed0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23493",
    "kind": "arxiv",
    "version": 1
  }
}