Pith Number

pith:VZMYBS7B

pith:2026:VZMYBS7BCRY33EYVESV5MXNDWQ

not attested not anchored not stored refs pending

TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models

Chengkai Zhang, Junpu Wang, Qin Huang, Sagar Chordia, Yang Wang, Zeyi Tao, Ziteng Liu

arxiv:2606.06902 v1 · 2026-06-05 · 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{VZMYBS7BCRY33EYVESV5MXNDWQ}

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.

Receipt and verification

First computed	2026-06-08T01:04:34.805794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae5980cbe11471bd931524abd65da3b439605201ca902db32e7eeacd62d1804d

Aliases

arxiv: 2606.06902 · arxiv_version: 2606.06902v1 · doi: 10.48550/arxiv.2606.06902 · pith_short_12: VZMYBS7BCRY3 · pith_short_16: VZMYBS7BCRY33EYV · pith_short_8: VZMYBS7B

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/VZMYBS7BCRY33EYVESV5MXNDWQ \
  | 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: ae5980cbe11471bd931524abd65da3b439605201ca902db32e7eeacd62d1804d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db29228ffe5f89926455280d8dcb038f3db5a0f73a37b4e1e3c67975941b9ec4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T04:34:50Z",
    "title_canon_sha256": "30128f9b9fdafbd76d90203bb1cef357afec2440cf1e1c1ed66ace8d3bd188a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06902",
    "kind": "arxiv",
    "version": 1
  }
}