Pith Number

pith:VGD5G3JA

pith:2026:VGD5G3JATEZRKRTJ5SXS6KMS2R

not attested not anchored not stored refs pending

Preference-Driven Online Adaptation for Personalized Interaction Initiation in Proactive AI Assistants

Jinwu Hu, Linhui Xiao, Mingkui Tan, Qingfang Zheng, Tianlu Pan, Wei Zhang, Yufeng Wang, Zhiquan Wen

arxiv:2608.04416 v1 · 2026-08-05 · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VGD5G3JATEZRKRTJ5SXS6KMS2R}

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	2026-08-06T01:35:22.517949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a987d36d209933154669ecaf2f2992d46349aff3dd00255f34aa9681efe4b9ac

Aliases

arxiv: 2608.04416 · arxiv_version: 2608.04416v1 · doi: 10.48550/arxiv.2608.04416 · pith_short_12: VGD5G3JATEZR · pith_short_16: VGD5G3JATEZRKRTJ · pith_short_8: VGD5G3JA

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/VGD5G3JATEZRKRTJ5SXS6KMS2R \
  | 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: a987d36d209933154669ecaf2f2992d46349aff3dd00255f34aa9681efe4b9ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45bd51ed3c127fe14f25e9a9b3ed14105c68de6b56a4380df79463bba857a7bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-08-05T03:53:49Z",
    "title_canon_sha256": "ba0e7a82d4d5091d18765abe2c853e58057dc11e9abeb80a94b7296cef812f76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04416",
    "kind": "arxiv",
    "version": 1
  }
}