Pith Number

pith:ER4JWYZL

pith:2026:ER4JWYZLATMXZ7UNKGWOIBKTJD

not attested not anchored not stored refs pending

DRIFT: Difficulty Routing Self-DIstillation with Rhythm-Gated Exploration and Success BuFfer Training

Baoyan Guo, Bolan Yang, Chengwei Liu, Dan Liu, Haisen Luo, Haoning Wang, Haotian Wang, Jiong Chen, Junxi Yin, Lei Zhang, Ming Cui, Shuaiting Chen, Xiaoyu Tian, Xiongfei Yan, Yiwei Liu, Yuansheng Song

arxiv:2606.30345 v1 · 2026-06-29 · cs.LG · 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{ER4JWYZLATMXZ7UNKGWOIBKTJD}

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	2026-06-30T02:18:11.267658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24789b632b04d97cfe8d51ace4055348dd87235585362e813c4a78aba4cb2636

Aliases

arxiv: 2606.30345 · arxiv_version: 2606.30345v1 · doi: 10.48550/arxiv.2606.30345 · pith_short_12: ER4JWYZLATMX · pith_short_16: ER4JWYZLATMXZ7UN · pith_short_8: ER4JWYZL

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/ER4JWYZLATMXZ7UNKGWOIBKTJD \
  | 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: 24789b632b04d97cfe8d51ace4055348dd87235585362e813c4a78aba4cb2636

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b814859f03014f4963e34640af9f1c1bdc76771284ded1b833ea43954e151f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T14:20:47Z",
    "title_canon_sha256": "7b8c7e37dec0cef32fd7d61f07b7324b35a623dc395c87beb9d2de24f1c394a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30345",
    "kind": "arxiv",
    "version": 1
  }
}