Pith Number

pith:F2MF2CZL

pith:2026:F2MF2CZLJ7BQP7ZPNDCUUK2RPS

not attested not anchored not stored refs pending

Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training

Jae-Won Chung, Mosharaf Chowdhury, Ruofan Wu

arxiv:2601.17654 v2 · 2026-01-25 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2MF2CZLJ7BQP7ZPNDCUUK2RPS}

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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.

Cited by

3 papers in Pith

Grid Integration of AI Data Centers: A Critical Review of Energy Storage Solutions

AMMA: A Multi-Chiplet Memory-Centric Architecture for Low-Latency 1M Context Attention Serving

OpenG2G: A Simulation Platform for AI Datacenter-Grid Runtime Coordination

Receipt and verification

First computed	2026-06-12T01:09:20.764807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e985d0b2b4fc307ff2f68c54a2b517c8b0e6b4b15253949dafce0c7dbe8fd04

Aliases

arxiv: 2601.17654 · arxiv_version: 2601.17654v2 · doi: 10.48550/arxiv.2601.17654 · pith_short_12: F2MF2CZLJ7BQ · pith_short_16: F2MF2CZLJ7BQP7ZP · pith_short_8: F2MF2CZL

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/F2MF2CZLJ7BQP7ZPNDCUUK2RPS \
  | 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: 2e985d0b2b4fc307ff2f68c54a2b517c8b0e6b4b15253949dafce0c7dbe8fd04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33ee9743a0516bc993089601617dde80ab0e32ee6fd944c40e5d8495ce2e64f9",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-25T02:17:05Z",
    "title_canon_sha256": "671d5b86c7e47b6d997917c1c97eac92767b2df3e12eb00096eb9c52e2e5f2e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.17654",
    "kind": "arxiv",
    "version": 2
  }
}