Pith Number

pith:X72QQE25

pith:2026:X72QQE25LKYJXQGHNP5P44DYZ3

not attested not anchored not stored refs pending

Do Agent Optimizers Compound? A Continual-Learning Evaluation on Terminal-Bench 2.0

Priyatham Kattakinda, Soheil Feizi, Wenxiao Wang

arxiv:2607.14004 v1 · 2026-07-15 · 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{X72QQE25LKYJXQGHNP5P44DYZ3}

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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

1 paper in Pith

ADIAS: Automated Design of Interactive Agentic Systems

Receipt and verification

First computed	2026-07-16T01:23:18.845716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bff508135d5ab09bc0c76bfafe7078cec90ee314f449104665e4ad7760048d98

Aliases

arxiv: 2607.14004 · arxiv_version: 2607.14004v1 · doi: 10.48550/arxiv.2607.14004 · pith_short_12: X72QQE25LKYJ · pith_short_16: X72QQE25LKYJXQGH · pith_short_8: X72QQE25

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/X72QQE25LKYJXQGHNP5P44DYZ3 \
  | 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: bff508135d5ab09bc0c76bfafe7078cec90ee314f449104665e4ad7760048d98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6148edd2f9b2c8de41f435a8b28136b460d6cf438596283a0d75a677e9e071c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-15T16:36:04Z",
    "title_canon_sha256": "79a74ee850a0fb7f5ac754ed885668cf3195ffd13f7b45672b2f10052d14a730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14004",
    "kind": "arxiv",
    "version": 1
  }
}