Pith Number

pith:2GHVDBTX

pith:2026:2GHVDBTXWRW7HYA67VWTHCEL5C

not attested not anchored not stored refs pending

Tunneling the Loss Landscape: Bypassing Memorization with Monte Carlo Parameter Swapping

Entao Yang, Ge Zhang, Lai Shun Chan, Xiaotian Zhang, Yue Shang

arxiv:2608.01833 v1 · 2026-08-03 · cond-mat.dis-nn · 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{2GHVDBTXWRW7HYA67VWTHCEL5C}

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	2026-08-04T02:07:18.193902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d18f518677b46df3e01efd6d33888be8a7ef0bc805ab152f1e71a5bb77c875e8

Aliases

arxiv: 2608.01833 · arxiv_version: 2608.01833v1 · doi: 10.48550/arxiv.2608.01833 · pith_short_12: 2GHVDBTXWRW7 · pith_short_16: 2GHVDBTXWRW7HYA6 · pith_short_8: 2GHVDBTX

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/2GHVDBTXWRW7HYA67VWTHCEL5C \
  | 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: d18f518677b46df3e01efd6d33888be8a7ef0bc805ab152f1e71a5bb77c875e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8397891043db4f4e11efda28fb350c8dd5edb5e5ffe44a7a475f8a33538df53e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2026-08-03T07:44:57Z",
    "title_canon_sha256": "e7c88b501dd67f7bde52fa0b12e800d4ab73d5de65146715f08660354494261d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01833",
    "kind": "arxiv",
    "version": 1
  }
}