Pith Number

pith:JZP5NTJI

pith:2021:JZP5NTJIZSQZXIF5MUJFFJAAUQ

not attested not anchored not stored refs pending

Consistent Accelerated Inference via Confident Adaptive Transformers

Adam Fisch, Regina Barzilay, Tal Schuster, Tommi Jaakkola

arxiv:2104.08803 v2 · 2021-04-18 · cs.CL · cs.AI · 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{JZP5NTJIZSQZXIF5MUJFFJAAUQ}

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

3 papers in Pith

Two-dimensional early exit optimisation of LLM inference

Conformal Risk Control under Non-Monotone Losses: Theory and Finite-Sample Guarantees

Depth Adaptive Efficient Visual Autoregressive Modeling

Receipt and verification

First computed	2026-07-05T03:12:48.366274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e5fd6cd28cca19ba0bd651252a400a414f9906ec70ba2848bb8cbd8fc8c10a0

Aliases

arxiv: 2104.08803 · arxiv_version: 2104.08803v2 · doi: 10.48550/arxiv.2104.08803 · pith_short_12: JZP5NTJIZSQZ · pith_short_16: JZP5NTJIZSQZXIF5 · pith_short_8: JZP5NTJI

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/JZP5NTJIZSQZXIF5MUJFFJAAUQ \
  | 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: 4e5fd6cd28cca19ba0bd651252a400a414f9906ec70ba2848bb8cbd8fc8c10a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86067fec639301356880fea47103d15141cf7708e444c916ffd127c4f09f3875",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-18T10:22:28Z",
    "title_canon_sha256": "44b08660b0962e0859bad74efd93bfbc36c8f30e42ed6be28f03d4dd972b53d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08803",
    "kind": "arxiv",
    "version": 2
  }
}