Pith. sign in
Pith Number

pith:SCOW3CAM

pith:2026:SCOW3CAMSHVC4YVXJNSDY4VKTX
not attested not anchored not stored refs pending

CMI-Mem: Toward Generalizable Long-Term Memory Management via CMI-Augmented Reinforcement Learning

Bo Zheng, Haoyang Li, Jinsong Lan, Lei Chen, Qiuyu Zhao, Shichao Dong, Xiaoyong Zhu, Yubo Wang, Zenghui Sun

arxiv:2607.20553 v1 · 2026-07-15 · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SCOW3CAMSHVC4YVXJNSDY4VKTX}

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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 2026-07-24T00:23:22.310456Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

909d6d880c91ea2e62b74b643c72aa9df1cb326ad3b909442356b7f31563d636

Aliases

arxiv: 2607.20553 · arxiv_version: 2607.20553v1 · doi: 10.48550/arxiv.2607.20553 · pith_short_12: SCOW3CAMSHVC · pith_short_16: SCOW3CAMSHVC4YVX · pith_short_8: SCOW3CAM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SCOW3CAMSHVC4YVXJNSDY4VKTX \
  | 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: 909d6d880c91ea2e62b74b643c72aa9df1cb326ad3b909442356b7f31563d636
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "460e882e93618376f7219319a7607d1f6536688476fed284ecf5595f5e3653f9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-15T13:40:24Z",
    "title_canon_sha256": "b4bd753706f07f65ef66a658b62b33ea9e8dcfce81aee2952c44ace3881c76c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20553",
    "kind": "arxiv",
    "version": 1
  }
}