Pith Number

pith:H2ASNZNT

pith:2024:H2ASNZNTNMOVPYDPIE24ZWGFSL

not attested not anchored not stored refs pending

Self-evolving Agents with reflective and memory-augmented abilities

Jianhui Wang, Jiaqi Chen, Jiayi Su, Jinsong Yang, Keqin Li, Li Sun, Meiling Tao, Siyuan Chen, Tianyu Shi, Xinhang Yuan, Xinyuan Song, Xuechen Liang, Yangfan He, Yinghui Xia

arxiv:2409.00872 v2 · 2024-09-01 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2ASNZNTNMOVPYDPIE24ZWGFSL}

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

7 papers in Pith

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows

Self-evolving LLM agents with in-distribution Optimization

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Receipt and verification

First computed	2026-07-05T10:51:25.136715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e8126e5b36b1d57e06f4135ccd8c592d27d98c8be2e190aff57d7f4c2051c0b

Aliases

arxiv: 2409.00872 · arxiv_version: 2409.00872v2 · doi: 10.48550/arxiv.2409.00872 · pith_short_12: H2ASNZNTNMOV · pith_short_16: H2ASNZNTNMOVPYDP · pith_short_8: H2ASNZNT

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/H2ASNZNTNMOVPYDPIE24ZWGFSL \
  | 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: 3e8126e5b36b1d57e06f4135ccd8c592d27d98c8be2e190aff57d7f4c2051c0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "105739f75526849eeb37c82f3074e8b3a81d9d9c0727d3ffe04c71506e97fcd0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-01T23:36:34Z",
    "title_canon_sha256": "940146efb6a504702c26e5ebc498af8383e259acdb13fce763ce403d1e95a943"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00872",
    "kind": "arxiv",
    "version": 2
  }
}