Pith Number

pith:IGVUSGZS

pith:2026:IGVUSGZSQAAIIZF6LCST42TSWZ

not attested not anchored not stored refs pending

ContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?

Haotong Yang, Jiaqi Li, Muhan Zhang, Shirui Liu, Siyuan Cao, Tianyi Guan, Yiding Wang, Yi Hu

arxiv:2608.03874 v1 · 2026-08-04 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IGVUSGZSQAAIIZF6LCST42TSWZ}

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.

Receipt and verification

First computed	2026-08-05T01:37:17.993698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41ab491b3280008464be58a53e6a72b660161a2c63bc55a39f6edc1f3ec9ab63

Aliases

arxiv: 2608.03874 · arxiv_version: 2608.03874v1 · doi: 10.48550/arxiv.2608.03874 · pith_short_12: IGVUSGZSQAAI · pith_short_16: IGVUSGZSQAAIIZF6 · pith_short_8: IGVUSGZS

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/IGVUSGZSQAAIIZF6LCST42TSWZ \
  | 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: 41ab491b3280008464be58a53e6a72b660161a2c63bc55a39f6edc1f3ec9ab63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd635a817d52e2f8103ac4c87c921e150b811e2abb73552861ca5530e7c7cb66",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-04T16:15:02Z",
    "title_canon_sha256": "24c59c9b385434f3d68c686eb6ace74801c66bec81280740251bf1376c0a7f3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03874",
    "kind": "arxiv",
    "version": 1
  }
}