pith. sign in
Pith Number

pith:C5CXNYZR

pith:2026:C5CXNYZRSOAIEVJIKQ6TVKOR7C
not attested not anchored not stored refs pending

Continual Learning Bench: Evaluating Frontier AI Systems in Real-World Stateful Environments

Asim Biswal, Benji Xu, Christopher M. Glaze, Frederic Sala, Gabriel Orlanski, Joseph E. Gonzalez, Matei Zaharia, Parth Asawa, Ramya Ramakrishnan, Vincent Sunn Chen

arxiv:2606.05661 v1 · 2026-06-04 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C5CXNYZRSOAIEVJIKQ6TVKOR7C}

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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 2026-06-05T01:14:58.509386Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

174576e3319380825528543d3aa9d1f89c1410b80ff6a2daaa45381080017944

Aliases

arxiv: 2606.05661 · arxiv_version: 2606.05661v1 · doi: 10.48550/arxiv.2606.05661 · pith_short_12: C5CXNYZRSOAI · pith_short_16: C5CXNYZRSOAIEVJI · pith_short_8: C5CXNYZR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C5CXNYZRSOAIEVJIKQ6TVKOR7C \
  | 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: 174576e3319380825528543d3aa9d1f89c1410b80ff6a2daaa45381080017944
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2b5a58e0d439548dc4f99b399493d5f042b2fd06ea0996760804cb3f83bdd1e5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-04T03:43:28Z",
    "title_canon_sha256": "746c13a1cbb833fe407e6932f9c59e8e68fa6402a512ca7d64ee55a1a60713f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05661",
    "kind": "arxiv",
    "version": 1
  }
}