Pith Number

pith:WJZIFLIS

pith:2025:WJZIFLISDGUZCT5VBPWBZRZMSD

not attested not anchored not stored refs pending

On Understanding of the Dynamics of Model Capacity in Continual Learning

Krishnan Raghavan, Supriyo Chakraborty

arxiv:2508.08052 v2 · 2025-08-11 · 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{WJZIFLISDGUZCT5VBPWBZRZMSD}

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	2026-07-05T11:53:50.452891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b27282ad1219a9914fb50bec1cc72c90f2122e55d9f33fc12e19ac20b9e6c40c

Aliases

arxiv: 2508.08052 · arxiv_version: 2508.08052v2 · doi: 10.48550/arxiv.2508.08052 · pith_short_12: WJZIFLISDGUZ · pith_short_16: WJZIFLISDGUZCT5V · pith_short_8: WJZIFLIS

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/WJZIFLISDGUZCT5VBPWBZRZMSD \
  | 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: b27282ad1219a9914fb50bec1cc72c90f2122e55d9f33fc12e19ac20b9e6c40c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5fdd0d917de98cb68f14222798e5ea20a58beff71b5021df7282ac92d5d3d4f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T14:52:56Z",
    "title_canon_sha256": "0bccfc0c05e86de1c1c7867a76e5819e0aff8911c4e844908ca56848c6c74db3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08052",
    "kind": "arxiv",
    "version": 2
  }
}