Pith Number

pith:HFJFFBM2

pith:2024:HFJFFBM2YL5DKB6UR3B7JZNQM3

not attested not anchored not stored refs pending

Understanding Emergent Abilities of Language Models from the Loss Perspective

Aohan Zeng, Jie Tang, Yuxiao Dong, Zhengxiao Du

arxiv:2403.15796 v3 · 2024-03-23 · cs.CL · cs.AI · 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{HFJFFBM2YL5DKB6UR3B7JZNQM3}

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

9 papers in Pith

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

When transformers learn "impossible" languages, what do they learn?

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws

Receipt and verification

First computed	2026-07-05T10:01:12.331766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

395252859ac2fa3507d48ec3f4e5b066d21d0e6b105f1dc760ca42664372c80b

Aliases

arxiv: 2403.15796 · arxiv_version: 2403.15796v3 · doi: 10.48550/arxiv.2403.15796 · pith_short_12: HFJFFBM2YL5D · pith_short_16: HFJFFBM2YL5DKB6U · pith_short_8: HFJFFBM2

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/HFJFFBM2YL5DKB6UR3B7JZNQM3 \
  | 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: 395252859ac2fa3507d48ec3f4e5b066d21d0e6b105f1dc760ca42664372c80b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82b90b1926841b76fb2a450f8821f4459366acd0f56aa51c14d9b26e73b70093",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-23T11:03:31Z",
    "title_canon_sha256": "3473eb3ffe229d3410fbf90292f9c0ff4d7b882d76a727849038a4bd98ffc380"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15796",
    "kind": "arxiv",
    "version": 3
  }
}