Pith Number

pith:6NFQSQCM

pith:2023:6NFQSQCMS5DUAZCQ3KCQ2O3AIT

not attested not anchored not stored refs pending

Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation

Andi Peng, Andreea Bobu, Aviv Netanyahu, Julie Shah, Mark Ho, Pulkit Agrawal, Tianmin Shu

arxiv:2307.06333 v2 · 2023-07-12 · cs.LG · cs.AI · cs.HC · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6NFQSQCMS5DUAZCQ3KCQ2O3AIT}

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

Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges

Receipt and verification

First computed	2026-07-05T06:32:40.624790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f34b09404c9747406450da850d3b6044dcf5e42a5f770d13cd4340b79667c306

Aliases

arxiv: 2307.06333 · arxiv_version: 2307.06333v2 · doi: 10.48550/arxiv.2307.06333 · pith_short_12: 6NFQSQCMS5DU · pith_short_16: 6NFQSQCMS5DUAZCQ · pith_short_8: 6NFQSQCM

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/6NFQSQCMS5DUAZCQ3KCQ2O3AIT \
  | 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: f34b09404c9747406450da850d3b6044dcf5e42a5f770d13cd4340b79667c306

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d36959d80858dea339732a2a33bc6c02e519765afb7c0bea5af7335ad90ba16",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-12T17:55:08Z",
    "title_canon_sha256": "8cd33c15e8b3beabb4ed941c802fcccf820f3d660311aa76f45ba1b77253cb29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.06333",
    "kind": "arxiv",
    "version": 2
  }
}