Pith Number

pith:IOS37PBD

pith:2025:IOS37PBD3SO7RR2ILMBWY6FUHV

not attested not anchored not stored refs pending

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference

Toby Simonds

arxiv:2502.06833 v1 · 2025-02-05 · cs.LG · 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{IOS37PBD3SO7RR2ILMBWY6FUHV}

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

Entropy-informed Decoding: Adaptive Information-Driven Branching

Receipt and verification

First computed	2026-07-05T10:12:28.396118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43a5bfbc23dc9df8c7485b036c78b43d78326588700ddf51aa7d6c60a0301d02

Aliases

arxiv: 2502.06833 · arxiv_version: 2502.06833v1 · doi: 10.48550/arxiv.2502.06833 · pith_short_12: IOS37PBD3SO7 · pith_short_16: IOS37PBD3SO7RR2I · pith_short_8: IOS37PBD

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/IOS37PBD3SO7RR2ILMBWY6FUHV \
  | 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: 43a5bfbc23dc9df8c7485b036c78b43d78326588700ddf51aa7d6c60a0301d02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93e40e22c454f4f466a8c03c35eef1e79643ee26e94d73261dbd2c2b56da514f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T22:15:21Z",
    "title_canon_sha256": "1b0a5b1fed382bba2e0682ee2dd4d27d7af745d6a54b449f39f4c3228454d0a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06833",
    "kind": "arxiv",
    "version": 1
  }
}