Pith Number

pith:CS2EL75S

pith:2026:CS2EL75SMLBYR2D4G7KZ7WSYW2

not attested not anchored not stored refs pending

Intrinsic-Noise Consolidation: A Doob-Barrier-Conditioned Diffusion Turns Analog Device Noise into a Continual-Learning Resource

Gunner Levi Howe

arxiv:2607.06924 v1 · 2026-07-08 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CS2EL75SMLBYR2D4G7KZ7WSYW2}

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	2026-07-09T00:19:40.163266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14b445ffb262c388e87c37d59fda58b6ae645e6ee47951a755555486821be91a

Aliases

arxiv: 2607.06924 · arxiv_version: 2607.06924v1 · doi: 10.48550/arxiv.2607.06924 · pith_short_12: CS2EL75SMLBY · pith_short_16: CS2EL75SMLBYR2D4 · pith_short_8: CS2EL75S

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/CS2EL75SMLBYR2D4G7KZ7WSYW2 \
  | 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: 14b445ffb262c388e87c37d59fda58b6ae645e6ee47951a755555486821be91a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47cb53068135fc760d0c0e0b0ef136b4892fa81a0e6ae0dc574fcdbe55ef5e01",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-08T02:38:02Z",
    "title_canon_sha256": "8e2003fd6c30e7002355de8a0875c8b7e91ec1308c57540a77409fc553adacc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06924",
    "kind": "arxiv",
    "version": 1
  }
}