Pith Number

pith:A2PSOHYD

pith:2026:A2PSOHYD2SDVKNVONABU7WCUVY

not attested not anchored not stored refs pending

Your Mouse and Eyes Secretly Leak Your Preference: LLM Alignment using Implicit Feedback from Users

Aryan Sajith, Hamed Zamani, Haw-Shiuan Chang, Jeffrey Gomez, Mehul Patwari

arxiv:2606.20482 v1 · 2026-06-18 · cs.CL · cs.HC · 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{A2PSOHYD2SDVKNVONABU7WCUVY}

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	2026-06-19T16:13:13.439293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

069f271f03d4875536ae68034fd854ae02500db301d4033a9b99a6f3bce231f1

Aliases

arxiv: 2606.20482 · arxiv_version: 2606.20482v1 · doi: 10.48550/arxiv.2606.20482 · pith_short_12: A2PSOHYD2SDV · pith_short_16: A2PSOHYD2SDVKNVO · pith_short_8: A2PSOHYD

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/A2PSOHYD2SDVKNVONABU7WCUVY \
  | 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: 069f271f03d4875536ae68034fd854ae02500db301d4033a9b99a6f3bce231f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958e71acb7a390d6e6ff54e39dfb4549f43fc22b51c7eeadd5d1c096f08d66f2",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-18T17:00:48Z",
    "title_canon_sha256": "7ebdad512ad369d19ecca605af65f3f5b5c89fc8fd1fb797bfaf13c1a6dcb0f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20482",
    "kind": "arxiv",
    "version": 1
  }
}