Pith Number

pith:V4YWXDY2

pith:2023:V4YWXDY2ALK7V4OJO2VZZYLM3U

not attested not anchored not stored refs pending

Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok

Guillaume Dumas, Hattie Zhou, Irina Rish, Mohammad Pezeshki, Pascal Jr. Tikeng Notsawo

arxiv:2306.13253 v3 · 2023-06-23 · 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{V4YWXDY2ALK7V4OJO2VZZYLM3U}

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

6 papers in Pith

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Spectral Lens: Activation and Gradient Spectra as Diagnostics of LLM Optimization

Receipt and verification

First computed	2026-07-05T06:55:24.047357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af316b8f1a02d5faf1c976ab9ce16cdd10e7e2e03f1946d8c235c78bd864da36

Aliases

arxiv: 2306.13253 · arxiv_version: 2306.13253v3 · doi: 10.48550/arxiv.2306.13253 · pith_short_12: V4YWXDY2ALK7 · pith_short_16: V4YWXDY2ALK7V4OJ · pith_short_8: V4YWXDY2

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/V4YWXDY2ALK7V4OJO2VZZYLM3U \
  | 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: af316b8f1a02d5faf1c976ab9ce16cdd10e7e2e03f1946d8c235c78bd864da36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "309208fc39f16c43ecb2d11b4b2e829fb9d4c70b8ec380c7028a4ae17f296163",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-23T00:44:26Z",
    "title_canon_sha256": "0188c2648d102a9c1034fb41fddb74fec7f91e2d6e2ee8ac755d553694e96ed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13253",
    "kind": "arxiv",
    "version": 3
  }
}