Pith. sign in
Pith Number

pith:2X4G4LAL

pith:2025:2X4G4LALNI46YHEY7XNRPKORQG
not attested not anchored not stored refs pending

ThinkTuning: Instilling Cognitive Reflections without Distillation

Aswin RRV, Ben Zhou, Chitta Baral, Divij Handa, Jacob Dineen, Md Nayem Uddin, Mihir Parmar

arxiv:2508.07616 v2 · 2025-08-11 · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2X4G4LALNI46YHEY7XNRPKORQG}

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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T11:57:00.970717Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d5f86e2c0b6a39ec1c98fddb17a9d181be75692972af1c7ee1f95c9028732f92

Aliases

arxiv: 2508.07616 · arxiv_version: 2508.07616v2 · doi: 10.48550/arxiv.2508.07616 · pith_short_12: 2X4G4LALNI46 · pith_short_16: 2X4G4LALNI46YHEY · pith_short_8: 2X4G4LAL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2X4G4LALNI46YHEY7XNRPKORQG \
  | 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: d5f86e2c0b6a39ec1c98fddb17a9d181be75692972af1c7ee1f95c9028732f92
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7f920255c97b215b8c8a72d49d9661b3f7bcf369944c62595c29f4ea2ee7ab24",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-11T04:51:43Z",
    "title_canon_sha256": "57d2a215a8e77ead83a8fa12920f43783414abae8ab09c14215482a5a5e3054b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07616",
    "kind": "arxiv",
    "version": 2
  }
}