Pith Number

pith:D6ND3DMT

pith:2024:D6ND3DMTXEAAITDONZMOY46VTD

not attested not anchored not stored refs pending

Supervised Fine-Tuning as Inverse Reinforcement Learning

Hao Sun

arxiv:2403.12017 v1 · 2024-03-18 · 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{D6ND3DMTXEAAITDONZMOY46VTD}

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

2 papers in Pith

When Behavioral Safety Evaluation Fails: A Representation-Level Perspective

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models

Receipt and verification

First computed	2026-07-05T07:57:35.216081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f9a3d8d93b900044c6e6e58ec73d598f82a9048f4eacbc820ae0fc1a3ed1f7b

Aliases

arxiv: 2403.12017 · arxiv_version: 2403.12017v1 · doi: 10.48550/arxiv.2403.12017 · pith_short_12: D6ND3DMTXEAA · pith_short_16: D6ND3DMTXEAAITDO · pith_short_8: D6ND3DMT

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/D6ND3DMTXEAAITDONZMOY46VTD \
  | 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: 1f9a3d8d93b900044c6e6e58ec73d598f82a9048f4eacbc820ae0fc1a3ed1f7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "792b9f23718a7254e38d0d4014e69f8a2f1a903e1e5e94e310ce18c173c11602",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T17:52:57Z",
    "title_canon_sha256": "9d42715de4c1f50eca414aa0a43f6bb218e1c1e8f276be7a754349ca0cf9b61c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12017",
    "kind": "arxiv",
    "version": 1
  }
}