Pith Number

pith:TAOSUPOT

pith:2025:TAOSUPOTSRPTQNJFD7YSKE56AK

not attested not anchored not stored refs pending

The Personalization Paradox: Semantic Loss vs. Reasoning Gains in Agentic AI Q&A

Satyajit Movidi, Stephen Russell

arxiv:2512.04343 v1 · 2025-12-04 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAOSUPOTSRPTQNJFD7YSKE56AK}

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	2026-05-20T00:05:38.548863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

981d2a3dd3945f3835251ff12513be02b531bb874088e1a9eec8b92f649f4f44

Aliases

arxiv: 2512.04343 · arxiv_version: 2512.04343v1 · doi: 10.48550/arxiv.2512.04343 · pith_short_12: TAOSUPOTSRPT · pith_short_16: TAOSUPOTSRPTQNJF · pith_short_8: TAOSUPOT

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/TAOSUPOTSRPTQNJFD7YSKE56AK \
  | 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: 981d2a3dd3945f3835251ff12513be02b531bb874088e1a9eec8b92f649f4f44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "478830d3d691bbf9d49ae5546a28eddcf796e33f29da5afbac278d86dea9952c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-12-04T00:12:41Z",
    "title_canon_sha256": "403cc0a2d81ccd81029ba10ff3b7b2d7000071990f0d32569694af2fcbdfeaa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.04343",
    "kind": "arxiv",
    "version": 1
  }
}