Pith Number

pith:NLOFGQFM

pith:2026:NLOFGQFM4ZO5QBXH3N7JOEXDKL

not attested not anchored not stored refs pending

LLAMA LIMA: A Living Meta-Analysis on the Effects of Generative AI on Learning Mathematics

Anselm Strohmaier, Frank Reinhold, Oliver Straser, Samira B\"odefeld

arxiv:2601.18685 v3 · 2026-01-26 · math.HO · cs.LG

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\usepackage{pith}
\pithnumber{NLOFGQFM4ZO5QBXH3N7JOEXDKL}

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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.

Cited by

2 papers in Pith

LLAMA LIMA: A Living Meta-Analysis on the Effects of Generative AI on Learning Mathematics

Can the Recovery Mechanism Survive AI? Skill Formation, Labor, and What Current Measurement Misses

Receipt and verification

First computed	2026-05-25T02:01:12.661026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6adc5340ace65dd806e7db7e9712e352eae73183963ffbf6e89244977487dd28

Aliases

arxiv: 2601.18685 · arxiv_version: 2601.18685v3 · doi: 10.48550/arxiv.2601.18685 · pith_short_12: NLOFGQFM4ZO5 · pith_short_16: NLOFGQFM4ZO5QBXH · pith_short_8: NLOFGQFM

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/NLOFGQFM4ZO5QBXH3N7JOEXDKL \
  | 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: 6adc5340ace65dd806e7db7e9712e352eae73183963ffbf6e89244977487dd28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27fbf8ccf4d9f6df9f209c2cb4c7a5c1a66c5265fc2c8359f5559590fcf372af",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.HO",
    "submitted_at": "2026-01-26T17:00:52Z",
    "title_canon_sha256": "c2e22b2f7cbcfe01d8de0da8ee5eeee0b0d769c44f4995b684aebe6f52773d19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.18685",
    "kind": "arxiv",
    "version": 3
  }
}