Pith Number

pith:CFENJSQ7

pith:2024:CFENJSQ7FN5NFIFLCTCIWKFQMO

not attested not anchored not stored refs pending

That Chip Has Sailed: A Critique of Unfounded Skepticism Around AI for Chip Design

Anna Goldie, Azalia Mirhoseini, Jeff Dean

arxiv:2411.10053 v1 · 2024-11-15 · cs.AI · 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{CFENJSQ7FN5NFIFLCTCIWKFQMO}

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.

Cited by

3 papers in Pith

FlowPlace: Flow Matching for Chip Placement

How Can Reinforcement Learning Achieve Expert-level Placement?

FlowPlace: Flow Matching for Chip Placement

Receipt and verification

First computed	2026-07-05T09:35:57.861828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1148d4ca1f2b7ad2a0ab14c48b28b063aa782b7570474cb8de5e76369568ec90

Aliases

arxiv: 2411.10053 · arxiv_version: 2411.10053v1 · doi: 10.48550/arxiv.2411.10053 · pith_short_12: CFENJSQ7FN5N · pith_short_16: CFENJSQ7FN5NFIFL · pith_short_8: CFENJSQ7

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/CFENJSQ7FN5NFIFLCTCIWKFQMO \
  | 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: 1148d4ca1f2b7ad2a0ab14c48b28b063aa782b7570474cb8de5e76369568ec90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3cdc7868edf06d92444d39b508f534eac883b82b5cbd3c8500fe3282e682edf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-15T09:11:10Z",
    "title_canon_sha256": "e34764e7662d578693e93494105c3dfaab573da491ea53def4506c26d8be8433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10053",
    "kind": "arxiv",
    "version": 1
  }
}