Pith Number

pith:WE5SR7ZY

pith:2025:WE5SR7ZYS4TJ245IV2XMIQ56BH

not attested not anchored not stored refs pending

Aegis: Taxonomy and Optimizations for Overcoming Agent-Environment Failures in LLM Agents

Anand Jayarajan, Gennady Pekhimenko, Kevin Song, Qidong Su, Sihang Liu, Yaoyao Ding, Zhanda Zhu

arxiv:2508.19504 v1 · 2025-08-27 · cs.MA · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WE5SR7ZYS4TJ245IV2XMIQ56BH}

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

2 papers in Pith

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Receipt and verification

First computed	2026-07-05T12:00:12.770920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b13b28ff3897269d73a8aeaec443be09ec161fb336e25a43bce8d4e57b059bf7

Aliases

arxiv: 2508.19504 · arxiv_version: 2508.19504v1 · doi: 10.48550/arxiv.2508.19504 · pith_short_12: WE5SR7ZYS4TJ · pith_short_16: WE5SR7ZYS4TJ245I · pith_short_8: WE5SR7ZY

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/WE5SR7ZYS4TJ245IV2XMIQ56BH \
  | 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: b13b28ff3897269d73a8aeaec443be09ec161fb336e25a43bce8d4e57b059bf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbff8122e543a84a9049977699eb5ada8829191397d7ca79a621f40b01f3689e",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-08-27T01:29:46Z",
    "title_canon_sha256": "3f291e8a5a57289a135a65407cc507f033c5eb69ad16d9a592c11ce47a736c38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19504",
    "kind": "arxiv",
    "version": 1
  }
}