Pith. sign in
Pith Number

pith:KLGNQ6LA

pith:2026:KLGNQ6LALRFRY6T2HEKVRQOZ6U
not attested not anchored not stored refs pending

Switch-Reasoner: Learn When to Think in Multitask Mixtures via Reinforcement Learning

Jian Liang, Jian Luan, Jinjie Li, Mang Ye, Pei Fu, Ruijie Luo, Shaojie Zhang, Wenke Huang, Yi R. Fung, Yiyang Fang

arxiv:2607.08572 v1 · 2026-07-09 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KLGNQ6LALRFRY6T2HEKVRQOZ6U}

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 2026-07-10T01:19:53.932604Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

52ccd879605c4b1c7a7a391558c1d9f51eb7e641b3b5bbdfa266c7bc905d50cb

Aliases

arxiv: 2607.08572 · arxiv_version: 2607.08572v1 · doi: 10.48550/arxiv.2607.08572 · pith_short_12: KLGNQ6LALRFR · pith_short_16: KLGNQ6LALRFRY6T2 · pith_short_8: KLGNQ6LA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KLGNQ6LALRFRY6T2HEKVRQOZ6U \
  | 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: 52ccd879605c4b1c7a7a391558c1d9f51eb7e641b3b5bbdfa266c7bc905d50cb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b9d9cb76a8ff0814afaca653609be609b2632f32c9b65e84c0f0bfa2adaad3a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-09T15:04:05Z",
    "title_canon_sha256": "4414c5f9da24ca6125a4166338ad5dd24c02ba8be7fc88f8cd97af4a109ce738"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08572",
    "kind": "arxiv",
    "version": 1
  }
}