Pith Number

pith:MI3IKDKL

pith:2025:MI3IKDKL4Z27H53YE55TZGXDFB

not attested not anchored not stored refs pending

BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens

Feifei Zhang, Hao Wen, Jie Wang, Liye Chen, Xinrui Wu, Ya-Qin Zhang, Yi Sun, Yuanchun Li, Yunhao Liu, Yunxin Liu

arxiv:2508.17196 v2 · 2025-08-24 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{MI3IKDKL4Z27H53YE55TZGXDFB}

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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

4 papers in Pith

SeqRoute: Global Budget-Aware Sequential LLM Routing via Offline Reinforcement Learning

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight

Receipt and verification

First computed	2026-06-10T01:08:29.362727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6236850d4be675f3f778277b3c9ae32864836366aa34b6b34a65cd3c41bca7c4

Aliases

arxiv: 2508.17196 · arxiv_version: 2508.17196v2 · doi: 10.48550/arxiv.2508.17196 · pith_short_12: MI3IKDKL4Z27 · pith_short_16: MI3IKDKL4Z27H53Y · pith_short_8: MI3IKDKL

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/MI3IKDKL4Z27H53YE55TZGXDFB \
  | 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: 6236850d4be675f3f778277b3c9ae32864836366aa34b6b34a65cd3c41bca7c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fcd01d3a996af7669e17e1db3ed550427aad05cf2bad58b8bb56d7c72fb6d2d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-24T03:17:50Z",
    "title_canon_sha256": "bda8e503fc8096bdfd3c3cc837873ec695a4706e49ca6244b98de93b902b8d8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17196",
    "kind": "arxiv",
    "version": 2
  }
}