Pith Number

pith:G6GI2YPQ

pith:2026:G6GI2YPQ6KKD5XRIE66CD2SCIP

not attested not anchored not stored refs pending

Compass: Optimizing Compound AI Workflows for Dynamic Adaptation

Juan Luis Herrera, Milos Gravara, Stefan Nastic

arxiv:2603.20821 v1 · 2026-03-21 · cs.DC · cs.AI · 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{G6GI2YPQ6KKD5XRIE66CD2SCIP}

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	2026-08-05T00:41:34.699652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

378c8d61f0f2943ede2827bc21ea4243fb8cc72e81881ebe5e9ea19c018c5c4d

Aliases

arxiv: 2603.20821 · arxiv_version: 2603.20821v1 · doi: 10.48550/arxiv.2603.20821 · pith_short_12: G6GI2YPQ6KKD · pith_short_16: G6GI2YPQ6KKD5XRI · pith_short_8: G6GI2YPQ

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/G6GI2YPQ6KKD5XRIE66CD2SCIP \
  | 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: 378c8d61f0f2943ede2827bc21ea4243fb8cc72e81881ebe5e9ea19c018c5c4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a01d3b7cea447725f5434867e9aedb80eb3f3e0a94d4ce9e3cb84b72fa419bb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-03-21T13:40:48Z",
    "title_canon_sha256": "f7638249bed8389b46e61ba4c491de9eadc81585419005c4a7b5b9743bc55e1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.20821",
    "kind": "arxiv",
    "version": 1
  }
}