Pith Number

pith:MHFEI5HE

pith:2026:MHFEI5HEL2K67XNUHXBIPMIN56

not attested not anchored not stored refs pending

Dynamic Execution Commitment of Vision-Language-Action Models

Boying Li, Feng Chen, Xianghui Wang, Yefei He, Yicheng Wu, Yuxuan Chen, Zeyu Zhang

Vision-language-action models can adaptively commit to action sequences by verifying the longest consistent prefix through consensus sampling and invariance checks.

arxiv:2605.11567 v2 · 2026-05-12 · cs.CV

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\usepackage{pith}
\pithnumber{MHFEI5HEL2K67XNUHXBIPMIN56}

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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.

Claims

C1strongest claim

Consequently, the execution horizon emerges as the longest verifiable prefix satisfying both internal model logic and sequential execution constraints.

C2weakest assumption

That a trajectory-wise consensus score computed via group sampling, combined with the two proposed verification rules, reliably identifies state-dependent predictive reliability in dynamic or out-of-distribution settings.

C3one line summary

A3 determines the execution horizon in VLA models as the longest prefix of actions that passes consensus-based verification and sequential consistency checks.

Receipt and verification

First computed	2026-05-20T00:04:36.087778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61ca4474e45e95efddb43dc287b10defbedefa82cdf56db27c37ac753c2bb5d0

Aliases

arxiv: 2605.11567 · arxiv_version: 2605.11567v2 · doi: 10.48550/arxiv.2605.11567 · pith_short_12: MHFEI5HEL2K6 · pith_short_16: MHFEI5HEL2K67XNU · pith_short_8: MHFEI5HE

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/MHFEI5HEL2K67XNUHXBIPMIN56 \
  | 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: 61ca4474e45e95efddb43dc287b10defbedefa82cdf56db27c37ac753c2bb5d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30b8f1381fefd9b7767dbf45ab304ca871a5d62314642a9e196d9aebac337377",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-12T05:52:58Z",
    "title_canon_sha256": "1a8a165342265d0d19f40a5a1ecc204b36209b2847417d7ed7de489e94905286"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.11567",
    "kind": "arxiv",
    "version": 2
  }
}