Pith Number

pith:EV3QCCXY

pith:2026:EV3QCCXYKVZZRGSZUWTTSMMFQL

not attested not anchored not stored refs pending

Training Continuous Chain of Thought Models: A Tale of Two Regimes

Eunsol Choi, He He, Varun Yerram

arxiv:2607.16972 v1 · 2026-07-18 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EV3QCCXYKVZZRGSZUWTTSMMFQL}

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	2026-07-21T01:21:08.747397Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2577010af85573989a59a5a739318582ea98dd759c35e26ae3d489d8a56ff3ed

Aliases

arxiv: 2607.16972 · arxiv_version: 2607.16972v1 · doi: 10.48550/arxiv.2607.16972 · pith_short_12: EV3QCCXYKVZZ · pith_short_16: EV3QCCXYKVZZRGSZ · pith_short_8: EV3QCCXY

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/EV3QCCXYKVZZRGSZUWTTSMMFQL \
  | 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: 2577010af85573989a59a5a739318582ea98dd759c35e26ae3d489d8a56ff3ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b5db1d5c1c1892ce32de3cbe17631f85bc8ff328ec80436e8b7a61ffbd99715",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-18T21:32:06Z",
    "title_canon_sha256": "492029d8a55825c4bed39c1473583feac0bf73fdbd48a77efba9a7cb6c6683bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16972",
    "kind": "arxiv",
    "version": 1
  }
}