Pith Number

pith:IREIYNVQ

pith:2025:IREIYNVQG42LSW7OSVFT7CTMGY

not attested not anchored not stored refs pending

Speaking the Right Language: The Impact of Expertise Alignment in User-AI Interactions

Nirupama Chandrasekaran, Rachel Rudinger, Scott Counts, Shramay Palta

arxiv:2502.18685 v1 · 2025-02-25 · cs.AI · cs.CL · 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{IREIYNVQG42LSW7OSVFT7CTMGY}

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.

Cited by

1 paper in Pith

Not Everyone Wins with LLMs: Behavioral Patterns and Pedagogical Implications for AI Literacy in Programmatic Data Science

Receipt and verification

First computed	2026-07-05T10:20:01.777352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44488c36b03734b95bee954b3f8a6c3600a0c4839dcadfbedafc8ebe5a1a4368

Aliases

arxiv: 2502.18685 · arxiv_version: 2502.18685v1 · doi: 10.48550/arxiv.2502.18685 · pith_short_12: IREIYNVQG42L · pith_short_16: IREIYNVQG42LSW7O · pith_short_8: IREIYNVQ

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/IREIYNVQG42LSW7OSVFT7CTMGY \
  | 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: 44488c36b03734b95bee954b3f8a6c3600a0c4839dcadfbedafc8ebe5a1a4368

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1f90bb164767c86b43a67519a08462b9c26655806f7f2ce36629e3cb7bfb5e4",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-25T22:46:51Z",
    "title_canon_sha256": "103a1732ffaf268ad623bd78718be21d61b0cff3b7920d71d79d5c6aeed65d5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18685",
    "kind": "arxiv",
    "version": 1
  }
}