Pith Number

pith:G7NA2K3H

pith:2024:G7NA2K3HAYWRRF4MYXCXZZGCOI

not attested not anchored not stored refs pending

Human-inspired Perspectives: A Survey on AI Long-term Memory

Fan Zhang, Hao Zheng, Junxiao Shen, Laurence Aitchison, Matt W. Jones, Miao Liu, Per Ola Kristensson, Weizhe Lin, Xuhai Xu, Zihong He

arxiv:2411.00489 v2 · 2024-11-01 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G7NA2K3HAYWRRF4MYXCXZZGCOI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Expanding Spatial and Temporal Context for Robotic Imitation Learning With Scene Graphs

Toward User Preference Alignment in LLM Recommendation via Explicit Context Feedback

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

What Deserves Memory: Adaptive Memory Distillation for LLM Agents

Receipt and verification

First computed	2026-07-05T09:59:54.917517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37da0d2b67062d18978cc5c57ce4c2723b75e06a30d54dca2feac5373f627b8c

Aliases

arxiv: 2411.00489 · arxiv_version: 2411.00489v2 · doi: 10.48550/arxiv.2411.00489 · pith_short_12: G7NA2K3HAYWR · pith_short_16: G7NA2K3HAYWRRF4M · pith_short_8: G7NA2K3H

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/G7NA2K3HAYWRRF4MYXCXZZGCOI \
  | 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: 37da0d2b67062d18978cc5c57ce4c2723b75e06a30d54dca2feac5373f627b8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f047ba625393bf7a1be695665367e42fb601be974e10843daac0429e1e3033fc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-01T10:04:01Z",
    "title_canon_sha256": "a101ef3851b909741356a0e952206c42902823f1628b0ae32a7dde642d2678c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00489",
    "kind": "arxiv",
    "version": 2
  }
}