Pith Number

pith:SWD5KTD4

pith:2026:SWD5KTD43PK72YL4TJFE2BZ5KR

not attested not anchored not stored refs pending

Parallel Manifold Steering: Efficient Adaptation of Large Associative Memories via Residual Energy Shaping

Kanishk Awadhiya

arxiv:2606.24396 v1 · 2026-06-23 · 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{SWD5KTD43PK72YL4TJFE2BZ5KR}

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	2026-06-24T01:15:29.505755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9587d54c7cdbd5fd617c9a4a4d073d5471b5247cf2c26a5803ab06fbd2fc104d

Aliases

arxiv: 2606.24396 · arxiv_version: 2606.24396v1 · doi: 10.48550/arxiv.2606.24396 · pith_short_12: SWD5KTD43PK7 · pith_short_16: SWD5KTD43PK72YL4 · pith_short_8: SWD5KTD4

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/SWD5KTD43PK72YL4TJFE2BZ5KR \
  | 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: 9587d54c7cdbd5fd617c9a4a4d073d5471b5247cf2c26a5803ab06fbd2fc104d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da21e6f15d8c4d5dbef37d2a80c0d11a31c1820719ff3616fa0b05c8341d6395",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T10:30:23Z",
    "title_canon_sha256": "0d63450423027c8aed1711b2d5c90adeee87d98e6c0c1b6b99a1a0659ddfd83c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24396",
    "kind": "arxiv",
    "version": 1
  }
}