Pith Number

pith:EGJNKZV2

pith:2024:EGJNKZV27LDJRNWQUWX7AFFH2S

not attested not anchored not stored refs pending

Rethinking Interpretability in the Era of Large Language Models

Chandan Singh, Jeevana Priya Inala, Jianfeng Gao, Michel Galley, Rich Caruana

arxiv:2402.01761 v1 · 2024-01-30 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{EGJNKZV27LDJRNWQUWX7AFFH2S}

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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

18 papers in Pith

Embodied Explainability and Ontological Obstacles: Why We Struggle to Explain the Answers of Large Language Models (LLMs)

WARP: Weight-Space Analysis for Recovering Training Data Portfolios

AnnotateThis: Analyzing a human-LLM system for annotating social media data with the concept of climate change mitigation pessimism

The Cylindrical Representation Hypothesis for Language Model Steering

Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations

Receipt and verification

First computed	2026-07-05T07:41:06.405325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2192d566bafac698b6d0a5aff014a7d4ae48b93695d249340926de3e8ecea100

Aliases

arxiv: 2402.01761 · arxiv_version: 2402.01761v1 · doi: 10.48550/arxiv.2402.01761 · pith_short_12: EGJNKZV27LDJ · pith_short_16: EGJNKZV27LDJRNWQ · pith_short_8: EGJNKZV2

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/EGJNKZV27LDJRNWQUWX7AFFH2S \
  | 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: 2192d566bafac698b6d0a5aff014a7d4ae48b93695d249340926de3e8ecea100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c6e58d5dea5d4f899c95712733f3a3e5c925ce3a52488f02cbc253a81d94444",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-30T17:38:54Z",
    "title_canon_sha256": "6c30d396948cc32641645992aa92f07cca4fa3a2088d574b8ecd7c94d8394274"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01761",
    "kind": "arxiv",
    "version": 1
  }
}