Pith. sign in
Pith Number

pith:C25AIZD6

pith:2024:C25AIZD6MW3I57F6P32RGENIQV
not attested not anchored not stored refs pending

Predictable Emergent Abilities of LLMs: Proxy Tasks Are All You Need

Bo-Wen Zhang, Boxiang Yang, Guang Liu, Yan Yan, Yifei Xue

arxiv:2412.07111 v1 · 2024-12-10 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C25AIZD6MW3I57F6P32RGENIQV}

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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.
Receipt and verification
First computed 2026-07-05T09:47:03.975333Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

16ba04647e65b68efcbe7ef51311a885640c8897e4387e2fe7fac271b9a373c3

Aliases

arxiv: 2412.07111 · arxiv_version: 2412.07111v1 · doi: 10.48550/arxiv.2412.07111 · pith_short_12: C25AIZD6MW3I · pith_short_16: C25AIZD6MW3I57F6 · pith_short_8: C25AIZD6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C25AIZD6MW3I57F6P32RGENIQV \
  | 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: 16ba04647e65b68efcbe7ef51311a885640c8897e4387e2fe7fac271b9a373c3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "53324c1119f9ab6ba4ead8cf28efd1397a5f86ce93b3e7c050d6cdecc138ca38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T01:56:30Z",
    "title_canon_sha256": "38212e4f77db7ec072dd2ad687f216cbd50dbf0247f5e0feac25ddf64687055f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07111",
    "kind": "arxiv",
    "version": 1
  }
}