Pith Number

pith:CUPQ3K5P

pith:2026:CUPQ3K5PVDMPLLOQNESHRMGVBD

not attested not anchored not stored refs pending

ATLAS: Verifier-Guided Adaptive Latent Activation Steering for Efficient LLM Reasoning

Thai Le, Tuc Nguyen

arxiv:2601.03093 v2 · 2026-01-06 · cs.LG · 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{CUPQ3K5PVDMPLLOQNESHRMGVBD}

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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

1 paper in Pith

LLM Reasoning Is Latent, Not the Chain of Thought

Receipt and verification

First computed	2026-06-09T01:05:12.274433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

151f0dabafa8d8f5add0692478b0d508e70da8999331ede49fa33450db82f58e

Aliases

arxiv: 2601.03093 · arxiv_version: 2601.03093v2 · doi: 10.48550/arxiv.2601.03093 · pith_short_12: CUPQ3K5PVDMP · pith_short_16: CUPQ3K5PVDMPLLOQ · pith_short_8: CUPQ3K5P

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/CUPQ3K5PVDMPLLOQNESHRMGVBD \
  | 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: 151f0dabafa8d8f5add0692478b0d508e70da8999331ede49fa33450db82f58e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "808d471d809027779c4f52787ec6aa554edf67bdb72380a77bb7a54f520a7fe8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-06T15:27:24Z",
    "title_canon_sha256": "f03cce69b2a67b388fa8b52cd219c722006c7769c55b77355eb43ea90885566d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.03093",
    "kind": "arxiv",
    "version": 2
  }
}