Pith Number

pith:7T4G4SUJ

pith:2026:7T4G4SUJHXTYUDLNMK5C3WHIXN

not attested not anchored not stored refs pending

Seeing is Free, Speaking is Not: Uncovering the True Energy Bottleneck in Edge VLM Inference

Haoxun Shen, Junfei Zhan, Mingang Guo, Tengjiao He, Zixuan Huang

arxiv:2607.09520 v1 · 2026-07-10 · cs.CV · 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{7T4G4SUJHXTYUDLNMK5C3WHIXN}

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	2026-07-13T01:20:15.738895Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcf86e4a893de78a0d6d62ba2dd8e8bb6af3d92cd7fc78211bc3d97582b15eec

Aliases

arxiv: 2607.09520 · arxiv_version: 2607.09520v1 · doi: 10.48550/arxiv.2607.09520 · pith_short_12: 7T4G4SUJHXTY · pith_short_16: 7T4G4SUJHXTYUDLN · pith_short_8: 7T4G4SUJ

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/7T4G4SUJHXTYUDLNMK5C3WHIXN \
  | 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: fcf86e4a893de78a0d6d62ba2dd8e8bb6af3d92cd7fc78211bc3d97582b15eec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "386a6500e2410f90138b1f31e835978fa18f308034da04ed164198a6ac127e58",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-10T15:31:06Z",
    "title_canon_sha256": "63f087bb12b74e095dd63684b995d7bd333634d5cf4e1770b375c4dc93260dac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09520",
    "kind": "arxiv",
    "version": 1
  }
}