Pith. sign in
Pith Number

pith:YJ2K7GZJ

pith:2023:YJ2K7GZJDUR7OVZAQ4XGGM6NRD
not attested not anchored not stored refs pending

Scaling Opponent Shaping to High Dimensional Games

Akbir Khan, Andrea Tacchetti, Chris Lu, Edward Grefenstette, Jakob Foerster, Newton Kwan, Timon Willi, Tim Rockt\"aschel

arxiv:2312.12568 v3 · 2023-12-19 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YJ2K7GZJDUR7OVZAQ4XGGM6NRD}

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 2026-07-05T07:43:34.494880Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c274af9b291d23f75720872e6333cd88d17b0f85535502aa352c9f7359aaae6e

Aliases

arxiv: 2312.12568 · arxiv_version: 2312.12568v3 · doi: 10.48550/arxiv.2312.12568 · pith_short_12: YJ2K7GZJDUR7 · pith_short_16: YJ2K7GZJDUR7OVZA · pith_short_8: YJ2K7GZJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YJ2K7GZJDUR7OVZAQ4XGGM6NRD \
  | 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: c274af9b291d23f75720872e6333cd88d17b0f85535502aa352c9f7359aaae6e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba2a38550380c8bc3833ff4cf7b27ec5b8c760dd532385343135fc48a3e9cdb3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-19T20:05:23Z",
    "title_canon_sha256": "6dfdfeb1b8185331c1e9b891c96c14cb38fb997008fec618096546fb43470845"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12568",
    "kind": "arxiv",
    "version": 3
  }
}