Pith Number

pith:MIMG7R6Q

pith:2025:MIMG7R6QPOZ3QHTPUVBBKCOZRQ

not attested not anchored not stored refs pending

Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives

Elliot Meyerson, Xin Qiu

arxiv:2502.04358 v2 · 2025-02-04 · cs.CL · cs.AI · cs.CC · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MIMG7R6QPOZ3QHTPUVBBKCOZRQ}

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

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

How to Interpret Agent Behavior

Receipt and verification

First computed	2026-07-05T11:11:40.869240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62186fc7d07bb3b81e6fa5421509d98c2987f6b731749dd2c528340a2ab2e0c9

Aliases

arxiv: 2502.04358 · arxiv_version: 2502.04358v2 · doi: 10.48550/arxiv.2502.04358 · pith_short_12: MIMG7R6QPOZ3 · pith_short_16: MIMG7R6QPOZ3QHTP · pith_short_8: MIMG7R6Q

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/MIMG7R6QPOZ3QHTPUVBBKCOZRQ \
  | 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: 62186fc7d07bb3b81e6fa5421509d98c2987f6b731749dd2c528340a2ab2e0c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "786e2e46021a832b487364c1179837c1ceeff8de5e6173f79811f00461b30599",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T20:47:43Z",
    "title_canon_sha256": "5ea7ce08e6afcca258b59d299dca0e5f7a3748e247bbc2be5ba304f850c90ba6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04358",
    "kind": "arxiv",
    "version": 2
  }
}