{"id":"494d313b-9e53-460b-b121-bb7a2912d969","arxiv_id":"2508.13787","paper_version":1,"verdict":"UNVERDICTED","confidence":"UNKNOWN","novelty_score":4.0,"correctness_risk":"unknown","formal_verification":"none","parameter_count":0,"one_line_summary":"BetaWeb promises a blockchain-enabled trustworthy agentic web, but the submitted manuscript body is a different mining-robot paper, leaving the proposal without supporting evidence.","lead":"The abstract proposes BetaWeb, a blockchain layer meant to connect AI agents and shift the web toward 'Web 3.5'. The supplied full text is an entirely different robotics paper about blast-hole inspection, so the BetaWeb claims cannot be verified from the manuscript provided.","discovery_kind":"unclear","skeptic_critique":{"model":"deepseek-v4-flash","headline":"Supplied full text is arXiv:2508.13785v2 (a mining-robotics paper), not the BetaWeb manuscript; the central claim about a blockchain-enabled trustworthy Agentic Web therefore has no derivable technical support in the submitted body.","rationale":"The reader's verdict of UNVERDICTED is correct and well-supported. I independently confirm that the submitted full text is a different paper with no bearing on BetaWeb's claims. My stress-test pass finds no additional technical objection because there is no BetaWeb technical content to audit. The load-bearing concern is the document mismatch itself: the abstract's central claim cannot be evaluated from the supplied body. This is a factual integrity issue, not a scientific disagreement. If the correct manuscript were supplied, the appropriate review would focus on whether blockchain can indeed provide the trust, scalability, and incentive properties claimed for large-scale heterogeneous agent interactions—but that assessment cannot be made here. I therefore make no change to the reader's verdict, while agreeing that the submitted material leaves the strongest claim entirely unsupported.","tokens_in":5768,"tokens_out":2453,"duration_ms":26307,"concrete_test":"Fetch the official arXiv record for 2508.13787 (e.g., curl https://arxiv.org/abs/2508.13787) and extract the first page of the associated PDF; compare the embedded arXiv ID, title, and author list against the submitted abstract and full text. If the PDF's identifier is 2508.13785 and the title is about blast-hole inspection, the mismatch is confirmed. If the correct BetaWeb manuscript is then obtained, re-audit its architecture and evaluation sections for the claimed scalability and trustworthiness.","verdict_should_be":"UNCHANGED","load_bearing_attack":"The abstract's strongest claim—'BetaWeb not only offers a trustworthy and scalable infrastructure for LaMAS but also has the potential to advance the Web paradigm from Web3 to Web3.5'—depends on a technical argument that is entirely absent from the submitted full text. The attached body is 'Blast Hole Seeking and Dipping – The Navigation and Perception Framework in a Mine Site Inspection Robot', arXiv:2508.13785v2 [cs.RO], by different authors. It contains no mention of blockchain, LaMAS, Agentic Web, Web3.5, or BetaWeb, and no section or equation addresses the architecture, consensus, latency, cost, privacy, or incentive properties that the abstract's claim would require. This is not a flaw in BetaWeb's internal reasoning (none is supplied) but a missing-support condition: the manuscript is not the paper being described. The GitHub repository link in the abstract might contain supplementary material, but it cannot substitute for the missing technical exposition. Until the correct BetaWeb manuscript is supplied, the strongest claim is unverifiable.","agreement_with_reader":"agree"},"referee_report":{"model":"deepseek-v4-flash","summary":"The submitted manuscript is internally inconsistent: the abstract and title describe a blockchain-enabled trustworthy Agentic Web framework called BetaWeb, including a five-stage evolutionary roadmap, comparative product analysis, and a Web3-to-Web3.5 paradigm shift. The full text, however, is an unrelated preprint about LiDAR-based blast-hole detection and autonomous mine-site inspection (arXiv:2508.13785v2, cs.RO). The full text contains no mention of BetaWeb, blockchain, large-language-model-based multi-agent systems (LaMAS), Agentic Web, Web3.5, or any of the technical content promised in the abstract. No architecture, derivation, evaluation, or comparative analysis for BetaWeb is present.","tokens_in":6027,"tokens_out":1424,"duration_ms":16786,"significance":"If the claimed BetaWeb framework were actually presented and validated, a blockchain-based trust and incentive layer for large-scale heterogeneous agent interactions could be a meaningful contribution to the multi-agent systems and Web3 literature. However, because the submitted full text is a different paper entirely, there is no technical content to evaluate. The potential significance is therefore entirely contingent on the existence of a separate manuscript that is not under review here. The GitHub repository link cannot substitute for the missing exposition, and the reviewer cannot assess correctness, novelty, or empirical support from the supplied materials.","major_comments":[{"comment":"The full text is not the paper described by the abstract. The abstract introduces BetaWeb and claims a 'systematic examination' of the framework, a five-stage roadmap, a comparative analysis, and a discussion of key challenges. The body text, however, is 'Blast Hole Seeking and Dipping – The Navigation and Perception Framework in a Mine Site Inspection Robot,' with no occurrence of BetaWeb, blockchain, LaMAS, Agentic Web, Web3.5, or any related terminology. This is not a minor formatting issue; it means the central claim has no supporting argument in the submitted manuscript.","section":"Abstract / Full Text"},{"comment":"There is no section, equation, or table that addresses the core contributions claimed in the abstract. The abstract promises a trustworthy and scalable infrastructure for LaMAS and a Web3.5 paradigm, but the full text's sections cover LiDAR point-cloud processing, navigation state machines, and mining-robot field trials. No technical derivation of BetaWeb's architecture, consensus mechanisms, incentive design, privacy measures, or scalability analysis is present. A claim without its evidence cannot be verified.","section":"Sections 1–7 (full text)"},{"comment":"The abstract refers to 'A summary of the enabling technologies for each stage' at a GitHub repository. Even if that repository contains supplementary material, it cannot replace the missing technical exposition in the manuscript itself. The review process evaluates the submitted version of record, not external links that may change or may not correspond to the intended paper. The central claim is therefore unverifiable from the manuscript as submitted.","section":"GitHub link in abstract"}],"minor_comments":[{"comment":"The title on the manuscript header ('Blast Hole Seeking and Dipping...') contradicts the abstract's title ('BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web'). The author list on the full text also appears different from what one would expect for the BetaWeb paper. This suggests a submission mix-up that should be resolved before any further review.","section":"Title and authorship"},{"comment":"The reference list and terminology in the full text pertain exclusively to robotic perception and mining inspection. None of the cited works relate to blockchain, multi-agent LLM systems, or Web paradigms, so the bibliographic support for the abstract's claims is entirely absent.","section":"References and terminology"},{"comment":"All figures and equations in the full text concern cone detection, LiDAR projection, and robot navigation. None illustrate or support the claimed BetaWeb framework, the five-stage roadmap, or the Web3.5 concept.","section":"Figures and equations"}],"recommendation":"reject","confidential_remarks":"This is not a case where a technical flaw can be repaired with revisions; the submitted body is a different paper. I recommend the editor check whether the correct manuscript was accidentally omitted and, if so, allow a resubmission with the intended BetaWeb text. As it stands, the submission cannot be reviewed for its claimed contribution."},"author_rebuttal":null,"desk_editor":{"model":"deepseek-v4-flash","letter":"Colleague,\n\nThis submission is a shell. The abstract and metadata describe BetaWeb, a blockchain-enabled agentic web framework with a five-stage roadmap and a Web3.5 claim. The full text is a completely different paper: “Blast Hole Seeking and Dipping,” a mining-robotics report from the University of Sydney, by different authors, on LiDAR-based blast-hole detection and navigation for an inspection robot. No blockchain, no LaMAS, no Agentic Web, no Web3.5 appears anywhere in the body. The two documents do not share a single equation, experiment, or citation.\n\nTo be fair to the attached paper: it looks like a solid piece of engineering. It describes a proximity-based navigation strategy, a two-stage coarse-to-fine detection pipeline with least-squares circle fitting and non-maximum suppression, and shows results in simulation and on-site field trials. But that paper is arXiv:2508.13785v2, not arXiv:2508.13787, and it is not the work the abstract claims. I can’t give it credit here because it is not the submitted work.\n\nThe soft spot is load-bearing: there is no technical argument for the abstract’s central claim. The abstract tells us BetaWeb “provides a trustworthy and scalable infrastructure for LaMAS” and pushes the web from Web3 to Web3.5, but the submitted text gives us no architecture, no consensus or latency analysis, no incentive mechanism, no evaluation, no derivations. The GitHub link in the abstract is not a substitute for the manuscript. The mismatch is so fundamental that the submission is incoherent on its own terms: the title, abstract, and body disagree at the top level.\n\nThis is not a takedown of either paper. The robotics paper may deserve its own venue. But this shell is not a reviewable paper. A serious referee has nothing to examine.\n\nRecommendation: desk reject the submission and return it, asking for the correct BetaWeb manuscript, or a corrected full text if the authors actually meant to submit the mining work under the wrong title. Do not invite peer review on this as-is.","headline":"The submitted 'manuscript' is a mismatch – the abstract describes a blockchain-agentic web framework, the body is an unrelated mining-robot LiDAR paper, so there is nothing to review as BetaWeb.","tokens_in":6479,"tokens_out":2946,"would_cite":false,"duration_ms":29487,"reading_group":"no","serious_thinker":"no","would_accept_peer_review":false},"rs_alignment":null,"lean_confirmation":null,"pith_extraction":{"msc":[],"pacs":[],"model":"deepseek-v4-flash","headline":"BetaWeb proposes a blockchain layer that would let large-scale AI agents trust, coordinate, and pay one another across domains.","keywords":["BetaWeb","blockchain","LLM-based multi-agent systems","Agentic Web","Web3.5","decentralized trust","agent capability ownership","AI agent economics"],"falsifier":"Read the supplied full text: it is not about BetaWeb at all, so the paper's central claims are presently unsupported. To test the design claim itself, deploy two agents that negotiate a task on a public testnet and measure whether a payment-and-verification round trip completes within the task's deadline.","tokens_in":5691,"feed_emoji":"🤖","tokens_out":3771,"duration_ms":36299,"temperature":0.7,"pith_summary":"BetaWeb's abstract argues that blockchain can serve as the trust and incentive layer for large-scale, heterogeneous, cross-domain LLM-based multi-agent systems (LaMAS). It claims this would move the web from Web3's data ownership to a Web3.5 centered on ownership of agent capabilities and monetization of intelligence, and presents a five-stage roadmap from passive execution to autonomous governance. A sympathetic reader would care because fragmented, closed agent ecosystems currently block interconnected autonomous AI. However, the supplied full text of this manuscript is an unrelated paper about an autonomous mine-site inspection robot, so this version contains no technical argument for the BetaWeb claims.","feed_headline":"Blockchain proposed as trust layer for AI agents","feed_subtitle":"BetaWeb aims to let agents own and monetize their capabilities, moving the web past data ownership.","key_machinery":"The central object is BetaWeb, a blockchain-enabled framework proposed as the trust and incentive layer for LaMAS (LLM-based multi-agent systems). It relies on blockchain's ledger, consensus, and token mechanisms to record agent actions, measure value, and enforce agreements, converting the web paradigm from Web3 (data ownership) to Web3.5 (ownership of agent capabilities and monetization of intelligence). The paper also proposes a five-stage evolution roadmap describing how LaMAS mature from passive execution to autonomous governance. Because the supplied full text is a different, unrelated manuscript, the detailed architecture and mechanisms are not present in this version.","core_discovery":"On the basis of its abstract, the paper claims that deep integration of blockchain with LLM-based multi-agent systems can create a resilient, trustworthy, and sustainably incentivized digital ecosystem. The proposed BetaWeb architecture would use blockchain's inherent strengths to overcome privacy, data-management, and value-measurement challenges that block the Agentic Web, enabling ownership and monetization of agent intelligence rather than only data. The manuscript also introduces a five-stage evolutionary roadmap for LaMAS and a comparative analysis of existing products. The supplied body text does not contain this material; it is a different paper on blast-hole inspection, so the techn","pith_inferences":["The strongest claim currently has no derivable support from this manuscript: the supplied full text is an unrelated mining-robot paper, so the BetaWeb architecture, formalization, and experiments are absent.","A testable extension would be to deploy a minimal cross-domain agent delegation market on a testnet and measure whether transaction finality and fees permit real-time coordination; the abstract does not report such measurements.","Web3.5 as described implies a shift in what is owned: data remains owned, but the services and capabilities that act on data become tokenized assets, which raises questions about liability and revocation that the abstract does not address.","The five-stage roadmap could be mapped to concrete capability benchmarks for agent autonomy, but the abstract provides no evaluation criteria."],"forward_implications":["If blockchain supplies the trust layer, agents from different providers and domains could safely delegate tasks and settle payments without a central operator.","Agent capabilities could become ownable, rentable assets, creating an economy where intelligence is monetized.","A five-stage roadmap suggests LaMAS can evolve from simple execution to collaboration and autonomous governance.","A blockchain audit trail would make agent decisions transparent and tamper-evident.","The proposed framework would break fragmented, closed ecosystems by providing a common infrastructure for heterogeneous agents."],"supporting_citations":[],"fun_headline_variants":["BetaWeb: blockchain backbone for AI agents","Agents own and sell capabilities via blockchain","Blockchain enables agents to monetize intelligence","From data ownership to agent capability ownership","BetaWeb: secure layer for trusted AI agents"],"cache_read_input_tokens":2688,"weakest_assumption_plain":"The abstract assumes that a blockchain can be both trustworthy and scalable enough to coordinate large-scale, real-time, cross-domain agent interactions, and that the supplied full text actually contains that argument; the text supplied here is a different paper.","fun_headline_variants_meta":{"raw":{"variants":["BetaWeb: blockchain backbone for AI agents","Agents own and sell capabilities via blockchain","Blockchain enables agents to monetize intelligence","From data ownership to agent capability ownership","BetaWeb: secure layer for trusted AI agents"]},"model":"deepseek-v4-flash","effort":"low","cost_usd":0.000914,"raw_usage":{"total_tokens":3789,"prompt_tokens":795,"completion_tokens":2994,"prompt_tokens_details":{"cached_tokens":256},"prompt_cache_hit_tokens":256,"prompt_cache_miss_tokens":539,"completion_tokens_details":{"reasoning_tokens":2928}},"tokens_in":539,"tokens_out":2994,"duration_ms":20005,"temperature":1.0,"reasoning_tokens":2928,"cache_read_input_tokens":256,"cache_creation_input_tokens":0},"cache_creation_input_tokens":0},"created_at":"2026-08-05T18:53:07.759415+00:00","model_set":{"reader":"deepseek-v4-flash"},"falsifier":"Read the supplied full text: it is not about BetaWeb at all, so the paper's central claims are presently unsupported. To test the design claim itself, deploy two agents that negotiate a task on a public testnet and measure whether a payment-and-verification round trip completes within the task's deadline.","supporting_citations":[],"review_version":1}