Pith Number

pith:FG6ELEIV

pith:2024:FG6ELEIVU7FR2EVGCCX6FHUSZR

not attested not anchored not stored refs pending

Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model

Bowen Yu, Chang Zhou, Chenhan Yuan, Fei Huang, Jingren Zhou, Keming Lu, Ru Peng

arxiv:2408.10764 v1 · 2024-08-20 · 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{FG6ELEIVU7FR2EVGCCX6FHUSZR}

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.

Receipt and verification

First computed	2026-07-05T08:57:17.120977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29bc459115a7cb1d12a610afe29e92cc741b96d0f6ac9e41282452f9e888e83f

Aliases

arxiv: 2408.10764 · arxiv_version: 2408.10764v1 · doi: 10.48550/arxiv.2408.10764 · pith_short_12: FG6ELEIVU7FR · pith_short_16: FG6ELEIVU7FR2EVG · pith_short_8: FG6ELEIV

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/FG6ELEIVU7FR2EVGCCX6FHUSZR \
  | 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: 29bc459115a7cb1d12a610afe29e92cc741b96d0f6ac9e41282452f9e888e83f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73219d25838d823a6dc18e092e9d47d5752d8527521c7429f99aa3ea169d8838",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-20T12:00:35Z",
    "title_canon_sha256": "d55ad8b7ad7e192830907e65d5862e8b436508ef1b1c0ac5d19aa177fd79af26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10764",
    "kind": "arxiv",
    "version": 1
  }
}