Pith Number

pith:C27FO3AE

pith:2026:C27FO3AEXAT5PLYAZ7UE7RLY5D

not attested not anchored not stored refs pending

Task-to-Model Optimization for Enterprise LLM Coding Assistants: A Data-Driven Framework for Cost-Optimal Routing

Ashwin Hegde, Fangbo Tu, Haifeng Wu, Jian Wan, Junhua Zhao, Kalyan Chakravarthi Podamekala, Maliah Rajan M, Mithun Sasidharan, Srinivasan Manoharan

arxiv:2608.08528 v1 · 2026-08-09 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C27FO3AEXAT5PLYAZ7UE7RLY5D}

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	2026-08-11T01:22:52.990607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16be576c04b827d7af00cfe84fc578e8ea4513030aa165b76c1d9f177cf33efe

Aliases

arxiv: 2608.08528 · arxiv_version: 2608.08528v1 · doi: 10.48550/arxiv.2608.08528 · pith_short_12: C27FO3AEXAT5 · pith_short_16: C27FO3AEXAT5PLYA · pith_short_8: C27FO3AE

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/C27FO3AEXAT5PLYAZ7UE7RLY5D \
  | 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: 16be576c04b827d7af00cfe84fc578e8ea4513030aa165b76c1d9f177cf33efe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c032cfa5d69b278aad27746c63e8bcc1676d8f635f7b54de4d6964b46dc16301",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-09T06:57:53Z",
    "title_canon_sha256": "0fcac5db2296107f67c364d3a694e33f30ae2a70fd602acb983bb71186a853bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.08528",
    "kind": "arxiv",
    "version": 1
  }
}