Pith Number

pith:6GOACN6S

pith:2025:6GOACN6SM2HT36LRJVOJT4VRQO

not attested not anchored not stored refs pending

Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA Experts

Alessandra Russo, Christos Ziakas, Nicholas Loo, Nishita Jain

arxiv:2510.07239 v2 · 2025-10-08 · 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{6GOACN6SM2HT36LRJVOJT4VRQO}

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

The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play

Receipt and verification

First computed	2026-05-20T00:04:14.299500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f19c0137d2668f3df9714d5c99f2b183af0c2a73444d7a8cb7c3433255d37eb1

Aliases

arxiv: 2510.07239 · arxiv_version: 2510.07239v2 · doi: 10.48550/arxiv.2510.07239 · pith_short_12: 6GOACN6SM2HT · pith_short_16: 6GOACN6SM2HT36LR · pith_short_8: 6GOACN6S

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/6GOACN6SM2HT36LRJVOJT4VRQO \
  | 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: f19c0137d2668f3df9714d5c99f2b183af0c2a73444d7a8cb7c3433255d37eb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "044778dc06f7d271e51bc0c6845b02800d77c6f2d54eabb2e5b8f9350ace71ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-08T17:06:20Z",
    "title_canon_sha256": "6b9e19e114ecbce208127b7b80fae258ccd279a322fd395dcf705593e12d923e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.07239",
    "kind": "arxiv",
    "version": 2
  }
}