Pith Number

pith:XVHB66OT

pith:2025:XVHB66OTKJMQNJM6JYND2WYH5A

not attested not anchored not stored refs pending

Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems

Antoine Gourru, Christophe Bouvard, Clovis Varangot-Reille, Fran\c{c}ois Jacquenet, Marion Schaeffer, Mathieu Ciancone

arxiv:2502.00409 v3 · 2025-02-01 · cs.AI · 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{XVHB66OTKJMQNJM6JYND2WYH5A}

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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

9 papers in Pith

RouteJudge: An Open Platform for Reproducible and Preference-Aware LLM Routing

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

Modularizing Educational LLM-Agency for Fostering Responsible Learning Assistance

TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing

Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers

Receipt and verification

First computed	2026-07-05T11:40:32.543143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd4e1f79d3525906a59e4e1a3d5b07e83b9bf1146ad60cc14169fab0f637b4eb

Aliases

arxiv: 2502.00409 · arxiv_version: 2502.00409v3 · doi: 10.48550/arxiv.2502.00409 · pith_short_12: XVHB66OTKJMQ · pith_short_16: XVHB66OTKJMQNJM6 · pith_short_8: XVHB66OT

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/XVHB66OTKJMQNJM6JYND2WYH5A \
  | 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: bd4e1f79d3525906a59e4e1a3d5b07e83b9bf1146ad60cc14169fab0f637b4eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d5abbb1bb598d49feed7bc032618aa9a3f0ee59c94dcf63c733eb5108805a3e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-01T12:08:38Z",
    "title_canon_sha256": "3346f9a5503784348938194d09d476f8d367d4ae38448e6ba5b1c724bd1a51b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00409",
    "kind": "arxiv",
    "version": 3
  }
}