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Pith Number

pith:67AKJ6J2

pith:2025:67AKJ6J2DIHWLKFJRUIUR5VW3T
not attested not anchored not stored refs pending

Learn to Memorize: Optimizing LLM-based Agents with Adaptive Memory Framework

Quanyu Dai, Rui Li, Xiaohe Bo, Xu Chen, Zeyu Zhang, Zhenhua Dong

arxiv:2508.16629 v1 · 2025-08-15 · cs.LG · cs.AI · cs.CL · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{67AKJ6J2DIHWLKFJRUIUR5VW3T}

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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.

Cited by

4 papers in Pith

Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents
CoMIC: Collaborative Memory and Insights Circulation for Long-Horizon LLM Agents in Cloud-Edge Systems
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
Receipt and verification
First computed 2026-07-05T11:58:00.367412Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f7c0a4f93a1a0f65a8a98d1148f6b6dcc0b3b72e896d288a9a0f06e62ae1074e

Aliases

arxiv: 2508.16629 · arxiv_version: 2508.16629v1 · doi: 10.48550/arxiv.2508.16629 · pith_short_12: 67AKJ6J2DIHW · pith_short_16: 67AKJ6J2DIHWLKFJ · pith_short_8: 67AKJ6J2
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/67AKJ6J2DIHWLKFJRUIUR5VW3T \
  | 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: f7c0a4f93a1a0f65a8a98d1148f6b6dcc0b3b72e896d288a9a0f06e62ae1074e
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "0c4ec1ab68b39006c4294a78e2b348bc91bc57619598774df46245a3636484ea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-15T12:22:52Z",
    "title_canon_sha256": "41c3ed021e068df0eb1ecff07c7ce7b949fc8d0bafe5a91033518bfee8f43c66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16629",
    "kind": "arxiv",
    "version": 1
  }
}