Pith Number

pith:X3LNXZFC

pith:2025:X3LNXZFC5G344BGJNK4DBZFXWI

not attested not anchored not stored refs pending

Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring

Ajay Dholakia, David Ellison, Gusseppe Bravo-Rocca, Jordi Guitart, Peini Liu, Rodrigo M Carrillo-Larco

arxiv:2506.09742 v1 · 2025-06-11 · cs.LG · 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{X3LNXZFC5G344BGJNK4DBZFXWI}

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	2026-07-05T11:19:56.219580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bed6dbe4a2e9b7ce04c96ab830e4b7b23c366409b509a53ce8ebcabcb1b5dac0

Aliases

arxiv: 2506.09742 · arxiv_version: 2506.09742v1 · doi: 10.48550/arxiv.2506.09742 · pith_short_12: X3LNXZFC5G34 · pith_short_16: X3LNXZFC5G344BGJ · pith_short_8: X3LNXZFC

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/X3LNXZFC5G344BGJNK4DBZFXWI \
  | 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: bed6dbe4a2e9b7ce04c96ab830e4b7b23c366409b509a53ce8ebcabcb1b5dac0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cc9185b286f9772e13a01253eff865a19ee7acde8d6314d50c8eea6170bd4a9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-11T13:48:25Z",
    "title_canon_sha256": "bce08a0fc96106e5a3b94949a1e888c8737285b6cf7f523560bf047a998e6cad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09742",
    "kind": "arxiv",
    "version": 1
  }
}