Pith Number

pith:I2FLQKZB

pith:2024:I2FLQKZB67QI4WRRWJ272XIVF4

not attested not anchored not stored refs pending

MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants

Jieming Zhu, Ji-Rong Wen, Luyu Chen, Quanyu Dai, Rui Li, Xu Chen, Yi Xie, Zeren Jiang, Zeyu Zhang, Zhenhua Dong

arxiv:2409.20163 v1 · 2024-09-30 · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I2FLQKZB67QI4WRRWJ272XIVF4}

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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

8 papers in Pith

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Opal: Private Memory for Personal AI

Receipt and verification

First computed	2026-07-05T09:13:39.939177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

468ab82b21f7e08e5a31b275fd5d152f16135c06f7f413cf386ae129488a340d

Aliases

arxiv: 2409.20163 · arxiv_version: 2409.20163v1 · doi: 10.48550/arxiv.2409.20163 · pith_short_12: I2FLQKZB67QI · pith_short_16: I2FLQKZB67QI4WRR · pith_short_8: I2FLQKZB

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/I2FLQKZB67QI4WRRWJ272XIVF4 \
  | 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: 468ab82b21f7e08e5a31b275fd5d152f16135c06f7f413cf386ae129488a340d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "995d212fcdb4e1c5446e454802b4ac2918883c728ea3cba436cdc2716b2135ba",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-09-30T10:19:04Z",
    "title_canon_sha256": "8f9c00c2db53e86ac1e032739963dec6622945f65064e8fe578838bc5d5e82bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.20163",
    "kind": "arxiv",
    "version": 1
  }
}