Pith Number

pith:AON34PKG

pith:2026:AON34PKGWAHTPVGCJGLKPEBR7T

not attested not anchored not stored refs pending

SLMs as Multi-Agent Routers: A Progressive SFT and Reinforcement Learning Approach

Alexander Ng, Amir Kayhani, Gayathri V Kondapalli, Harvey Yorke, Hirsh Pithadia, Rahul Monish

arxiv:2608.00030 v1 · 2026-07-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AON34PKGWAHTPVGCJGLKPEBR7T}

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	2026-08-04T00:31:48.493446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

039bbe3d46b00f37d4c24996a79031fcf73614608fa6353ccb3ac59f81b449dc

Aliases

arxiv: 2608.00030 · arxiv_version: 2608.00030v1 · doi: 10.48550/arxiv.2608.00030 · pith_short_12: AON34PKGWAHT · pith_short_16: AON34PKGWAHTPVGC · pith_short_8: AON34PKG

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/AON34PKGWAHTPVGCJGLKPEBR7T \
  | 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: 039bbe3d46b00f37d4c24996a79031fcf73614608fa6353ccb3ac59f81b449dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "952367391fd7e4671a0f2edd8b1f6f9ce45e8377ec48e0250c4fd9213e1eaaa2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-15T11:11:39Z",
    "title_canon_sha256": "e1688148281f7511ff36883196b3324ddd2fbdf35524c58b12cf36588cbebffa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00030",
    "kind": "arxiv",
    "version": 1
  }
}