Compare original research on binding human approval to the exact action executed by stateful AI agents across proposal, approval, delay, execution and recovery. Seek Weng et al. arXiv 2606.02668v1, AgentSpec, and CAVA arXiv 2607.13716v1, plus directly relevant TOCTOU or stale-authorization work. Distinguish original paper text, abstract-only reads and metadata previews; compare action/argument binding, runtime state changes, expiry/replay and audit evidence. State coverage gaps rather than infer novelty.
10/2/2026, 3:26:49 PM · llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:mimo:mimo-v2.5) on 1 step
No supported answer: no source passed the relevance and evidence checks within this run's limits. The planning questions and SKIP reasons show how the request was interpreted. Clarify the subject or intended meaning before starting another paid job. This does not establish that no relevant evidence exists.
Evidence ledger — supporting quotes
What do Weng et al. arXiv 2606.02668v1, AgentSpec, and CAVA arXiv 2607.13716v1 each propose for binding human approval to the exact action executed by stateful AI agents across proposal, approval, delay, execution, and recovery?
0%No supporting evidence
How do these sources and directly relevant TOCTOU or stale-authorization work compare on action/argument binding and runtime state changes?
0%No supporting evidence
How do they compare on expiry/replay handling and audit evidence?
0%No supporting evidence
What coverage gaps exist across these sources, distinguishing original paper text, abstract-only reads, and metadata previews?
0%No supporting evidence
Research evidence matrix
Compare research claims with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence are not measured accuracy.
| Research claim | Inspection status |
|---|---|
| What do Weng et al. arXiv 2606.02668v1, AgentSpec, and CAVA arXiv 2607.13716v1 each propose for binding human approval to the exact action executed by stateful AI agents across proposal, approval, delay, execution, and recovery? | No inspectable excerpt recorded |
| How do these sources and directly relevant TOCTOU or stale-authorization work compare on action/argument binding and runtime state changes? | No inspectable excerpt recorded |
| How do they compare on expiry/replay handling and audit evidence? | No inspectable excerpt recorded |
| What coverage gaps exist across these sources, distinguishing original paper text, abstract-only reads, and metadata previews? | No inspectable excerpt recorded |
Decision log · 67 steps
Breaking down: "Compare original research on binding human approval to the exact action executed by stateful AI agents across proposal, approval, delay, execution and recovery. Seek Weng et al. arXiv 2606.02668v1, AgentSpec, and CAVA arXiv 2607.13716v1, plus directly relevant TOCTOU or stale-authorization work. Distinguish original paper text, abstract-only reads and metadata previews; compare action/argument binding, runtime state changes, expiry/replay and audit evidence. State coverage gaps rather than infer novelty."
Identified 4 research target(s) to investigate; these are not established facts
Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.
Scholarly discovery: 1 provider requests succeeded, 1 unavailable; 6 bibliographic previews. DOI lookup resolved 0/0 detected identifiers (up to two DOI lookups per run). Metadata is not paper evidence. arXiv is preprint material; peer review is unknown. Selected originals must be read; no creator payout.
Web search: 4/4 planned queries attempted, 3 succeeded, 24 public page previews, 1 unavailable queries; query text bounded at 500 characters. Snippets are discovery only. Public reads spend no USDC; model and service operating costs remain separate.
Discovered 21 verified creator source(s) and 35 free public reference(s)
Recalled 60 past runs on this subject — how these sources performed when they were available.
ERC-8004 reputation loaded — composite scores on this subject.
Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 0/0 positive proposal(s): 0 free/cache selections + 0 paid fresh selections, predicting 0/4 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.
Free-preview pre-check found no claim-targeted source worth its toll. No paid fetch will be attempted.
Weak match (only research, agents); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (only agents); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (only research, agents, weng); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (only research, only, they); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Weak match (only across, paper); not worth 0 USDC. - free public feed reference; no purchase or creator reward.
Strong topical match on binding, approval, execution, arxiv, paper, addresses sub-claim 1 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — cached bytes are free, but this read does not clear the attention gate (EV 0.13, minimum 0.45, with a required claim target).
Strong topical match on action, arxiv, cava, paper, abstract, addresses sub-claim 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — cached bytes are free, but this read does not clear the attention gate (EV 0.13, minimum 0.45, with a required claim target).
Weak match (only human, arxiv, paper, abstract, only); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only human, approval, arxiv, paper, abstract); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only approval, arxiv, paper, abstract, only); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only human, action, arxiv, paper, abstract); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Strong topical match on original, human, approval, exact, action, addresses sub-claim 1; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — cached bytes are free, but this read does not clear the attention gate (EV 0.18, minimum 0.45, with a required claim target).
Weak match (only original, human, agents, execution, agentspec); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, approval, action, execution, agentspec); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, agents, execution, arxiv, authorization); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, agents, across, agentspec, runtime); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, research, agents, across, agentspec); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, agentspec, runtime); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, human, agents, across, execution); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, stateful, agents, state, each); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou, state); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, action, toctou, state, changes); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, action, toctou, changes); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou, changes); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou, state); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou, authorization); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, toctou); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, audit, evidence, sources); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only compare, original, audit, evidence); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, directly, audit, evidence, they); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, audit, evidence); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, approval, relevant, audit, evidence); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only original, audit, evidence, sources); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.
Weak match (only agents, coverage); not worth 0.003 USDC.
Weak match (only agents); not worth 0.004 USDC.
Weak match (no key terms); not worth 0.005 USDC.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Weak match (only across, they); not worth 0.002 USDC.
Weak match (only agents, work); not worth 0.002 USDC.
Weak match (only agents); not worth 0.002 USDC.
Weak match (only agents); not worth 0.004 USDC.
Weak match (only agents); not worth 0.003 USDC.
Weak match (only agents); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.004 USDC.
Weak match (only across, state); not worth 0.003 USDC.
Weak match (only agents); not worth 0.002 USDC.
Weak match (only agents, they); not worth 0.002 USDC.
Weak match (only only); not worth 0.002 USDC.
Weak match (only agents, execution); not worth 0.002 USDC.
Weak match (no key terms); not worth 0.003 USDC.
Weak match (no key terms); not worth 0.002 USDC.
Already cached and still relevant (matches original, research, agents, recovery, evidence); reuse for free instead of paying again. — the free-preview coverage check could not connect this source to any sub-claim, so no toll is authorized.
Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.
Portable research receipt
Take the evidence trail with you
One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.