Pith Number

pith:IK7MBVBO

pith:2022:IK7MBVBOLHR7XX3Y5GJEPZSLH7

not attested not anchored not stored refs pending

Confident Adaptive Language Modeling

Adam Fisch, Dara Bahri, Donald Metzler, Jai Gupta, Mostafa Dehghani, Tal Schuster, Vinh Q. Tran, Yi Tay

arxiv:2207.07061 v2 · 2022-07-14 · cs.CL · 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{IK7MBVBOLHR7XX3Y5GJEPZSLH7}

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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

7 papers in Pith

Tapered Language Models

RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Inference

Sparse Layers are Critical to Scaling Looped Language Models

Prefix-Safe Bayesian Belief Tracking for LLM Reasoning Reliability:Separating Calibration from Ranking

CosmicFish-HRM: Adaptive Reasoning via Hierarchical Recurrent Mechanisms in Compact Language Models

Receipt and verification

First computed	2026-07-05T05:10:05.982565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42bec0d42e59e3fbdf78e99247e64b3fed7374045a8dfbb14e58722f80218f6e

Aliases

arxiv: 2207.07061 · arxiv_version: 2207.07061v2 · doi: 10.48550/arxiv.2207.07061 · pith_short_12: IK7MBVBOLHR7 · pith_short_16: IK7MBVBOLHR7XX3Y · pith_short_8: IK7MBVBO

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/IK7MBVBOLHR7XX3Y5GJEPZSLH7 \
  | 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: 42bec0d42e59e3fbdf78e99247e64b3fed7374045a8dfbb14e58722f80218f6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a0cf7bfde076989d149a732f48e76aaacc7a1289da56ef772a4f62d3cb927b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-07-14T17:00:19Z",
    "title_canon_sha256": "306019b4bf7736525fa9f2f491d321e3d172b3715ca67cb385554f16a34d8bcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07061",
    "kind": "arxiv",
    "version": 2
  }
}