Pith Number

pith:Z4TV3J53

pith:2025:Z4TV3J53LUYZSDGRW7UPFB5AM7

not attested not anchored not stored refs pending

Self-Steering Language Models

Alexander K. Lew, Gabriel Grand, Jacob Andreas, Joshua B. Tenenbaum, Vikash K. Mansinghka

arxiv:2504.07081 v2 · 2025-04-09 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4TV3J53LUYZSDGRW7UPFB5AM7}

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

5 papers in Pith

SPIRAL: Learning to Search and Aggregate

A Mechanistic View of Authority Hierarchy in LLM Sycophancy

Extreme Low-Bit Inference in Reasoning Models: Failure Modes and Targeted Recovery

RefineStat: Efficient Exploration for Probabilistic Program Synthesis

When Less is Enough: Efficient Inference via Collaborative Reasoning

Receipt and verification

First computed	2026-07-05T11:50:34.705097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf275da7bb5d31990cd1b7e8f287a067d5f1aa1ed25f1ff39021e7581469761f

Aliases

arxiv: 2504.07081 · arxiv_version: 2504.07081v2 · doi: 10.48550/arxiv.2504.07081 · pith_short_12: Z4TV3J53LUYZ · pith_short_16: Z4TV3J53LUYZSDGR · pith_short_8: Z4TV3J53

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/Z4TV3J53LUYZSDGRW7UPFB5AM7 \
  | 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: cf275da7bb5d31990cd1b7e8f287a067d5f1aa1ed25f1ff39021e7581469761f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7af8c777a795a2e9cbd3213f5a1d44d442841a77706fe9c284ff8d94d36b843d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-09T17:54:22Z",
    "title_canon_sha256": "fd7d6a72dc180f558669cdc438f70a4e934650104a3e357350ed3ac65bbb7fb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07081",
    "kind": "arxiv",
    "version": 2
  }
}