Pith Number

pith:IFWPHCNX

pith:2026:IFWPHCNXILXG7EE23L3F4OIHFM

not attested not anchored not stored refs pending

Mitigating Over-Personalization in LLMs via Structured Memory

Andrew Zhao, Hakeem Hannoon, Ivaxi Sheth, Mihir Narayan, Sharvin Goyal

arxiv:2608.08300 v1 · 2026-08-08 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IFWPHCNXILXG7EE23L3F4OIHFM}

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	2026-08-11T01:22:15.747413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

416cf389b742ee6f909adaf65e39072b0410bbc701abc3cec1161f62d400e3f2

Aliases

arxiv: 2608.08300 · arxiv_version: 2608.08300v1 · doi: 10.48550/arxiv.2608.08300 · pith_short_12: IFWPHCNXILXG · pith_short_16: IFWPHCNXILXG7EE2 · pith_short_8: IFWPHCNX

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/IFWPHCNXILXG7EE23L3F4OIHFM \
  | 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: 416cf389b742ee6f909adaf65e39072b0410bbc701abc3cec1161f62d400e3f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1e92435c74d517a89be2805d66161cc9abf8366d5f6303c04df54640128055b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-08T19:23:12Z",
    "title_canon_sha256": "ecbb915d67a3af177d1c1dea9950fd02a0084165a1047245fb2dd3940b984c5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08300",
    "kind": "arxiv",
    "version": 1
  }
}