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Articles 241 - 270 of 48684
Full-Text Articles in Entire DC Network
Processing Analysis And Experiment Of Monopterus Albus Bone Removal Machine Based On Recurdyn-Abaqus Co-Simulation, Liu Mingyong, Wang Changqi, Xiang Xue, Wang Lei, Shen Yang, Li Ping
Processing Analysis And Experiment Of Monopterus Albus Bone Removal Machine Based On Recurdyn-Abaqus Co-Simulation, Liu Mingyong, Wang Changqi, Xiang Xue, Wang Lei, Shen Yang, Li Ping
Food and Machinery
[Objective] To address the problems of heavy manual dependence, low efficiency, and poor bone removal quality in the existing Monopterus albus bone removal processing. [Methods] Simulation analysis and experimental research are carried out based on the previously designed bone removal machine and constitutive model of M.albus. Mechanical property parameters of M.albus bone and muscle tissues are obtained through mechanical tests. Subsequently, a third -order Ogden hyperelastic model for the muscle and a brittle fracture model for the spine are established. By coupling Recurdyn multi -body dynamics simulation software and Abaqus finite element analysis software, a simulation model of the M.albus …
Fresh-Cut Processing Suitability Of Different Yam Cultivars, Pang Lingyun, Jiao Yijing, Jia Yingying, Guo Shuihuan, Qu Shanshan, Zhan Lijuan
Fresh-Cut Processing Suitability Of Different Yam Cultivars, Pang Lingyun, Jiao Yijing, Jia Yingying, Guo Shuihuan, Qu Shanshan, Zhan Lijuan
Food and Machinery
[Objective] To select the yam cultivars suitable for fresh -cut processing. [Methods] Five yam cultivars are selected as raw materials. Then, the following variation patterns are analyzed during storage:color difference, browning degree, weight loss rate, total phenol content, malondialdehyde content, polyphenol oxidase (PPO ) activity, and sensory quality. Based on the analysis, the core evaluation indicators are determined to select yam cultivars suitable for fresh -cut processing, while the weights of each indicator are determined through the analytic hierarchy process. Finally, the fresh -cut processing qualities of the five yam cultivars during storage are ranked using grey relational analysis. [Results] …
Effect Of Flavonoid Extracts From Hawthorn Pomace On Quality And Antioxidant Properties Of Yogurt, Duan Jinjiao, Li Ziyu
Effect Of Flavonoid Extracts From Hawthorn Pomace On Quality And Antioxidant Properties Of Yogurt, Duan Jinjiao, Li Ziyu
Food and Machinery
[Objective] To achieve high -value utilization of hawthorn pomace, a by -product of hawthorn processing, and to develop a novel functional yogurt with both nutritional and functional properties. [Methods] Flavonoid extracts from hawthorn pomace are used as a functional ingredient and added at ratios of 0%, 3%, 4%, 5%, 6%, and 7% to prepare yogurt. The sensory quality, physicochemical indicators (pH, acidity, color, water -holding capacity, fat, and total flavonoids ), antioxidant activity (DPPH free radical, ABTS+ free radical scavenging rate ), bacterial indicators, and texture characteristics of the fermented yogurt in the blank control group and the groups with …
A Review Of Sources And Screening Methods For Food-Derived Ace Inhibitory Peptides, Yu Chenliang, Yang Jinlin, Wang Fangfang, Yan Qingguo
A Review Of Sources And Screening Methods For Food-Derived Ace Inhibitory Peptides, Yu Chenliang, Yang Jinlin, Wang Fangfang, Yan Qingguo
Food and Machinery
Angiotensin -converting enzyme (ACE ) inhibitory peptides act as natural and safe agents for hypertension intervention by specifically binding to the ACE active center and thereby blocking the pressor pathway of the renin -angiotensin system (RAS ). In response to the bottlenecks of low efficiency and high cost associated with conventional screening approaches, this paper systematically reviews structure -oriented screening technologies for food -derived ACE inhibitory peptides. Key methodologies are discussed in terms of their principles and applications, including database -based targeted screening, molecular simulation of enzymatic hydrolysis, structure -activity relationship modeling, molecular docking, and kinetic simulation. Furthermore, recent research …
Research Progress And Application Of Walnut Shell-Breaking And Kernel Extraction Technologies, Lu Shaomin, Li Wei, Liao Hongsen, Jiang Chenxi, Huang Shengyang
Research Progress And Application Of Walnut Shell-Breaking And Kernel Extraction Technologies, Lu Shaomin, Li Wei, Liao Hongsen, Jiang Chenxi, Huang Shengyang
Food and Machinery
Walnut, characterized by its high nutritional value and substantial market demand, has become a globally significant economic crop. However, the intrinsic hardness of the shell and its tight adhesion to the kernel pose considerable challenges to efficient shell breaking and kernel extraction, making this process a critical bottleneck in industrial production. The walnut shell -breaking and kernel extraction process generally encompasses two fundamental stages:shell fragmentation and subsequent shell -kernel separation. This paper systematically reviews the current state of walnut shell -breaking and kernel extraction technologies and analyzes the advantages and limitations of conventional manual and mechanical shell -breaking methods, alongside …
Corrosion Control Of Carbon Steel In 1.0 M Hcl Using 2-(1h-Benzimidazol-2-Ylmethyl)-1h-Benzimidazole: Weight Loss, Adsorption, Sem, And Dft Study, Mohanad Muzahem Khalaf, F. F. Sayyid, Ayad Abbood Abdulhasan
Corrosion Control Of Carbon Steel In 1.0 M Hcl Using 2-(1h-Benzimidazol-2-Ylmethyl)-1h-Benzimidazole: Weight Loss, Adsorption, Sem, And Dft Study, Mohanad Muzahem Khalaf, F. F. Sayyid, Ayad Abbood Abdulhasan
AUIQ Conference Proceedings
The corrosion inhibition performance of 2-(1H-benzimidazol-2-ylmethyl)-1H-benzimidazole for carbon steel in 1.0 M HCl was investigated using weight loss measurements, adsorption isotherm analysis, scanning electron microscopy (SEM), and density functional theory (DFT) calculations. The weight loss results showed that inhibition efficiency increased with inhibitor concentration and reached 95.5% at 1000 ppm. Adsorption of the inhibitor molecules on the carbon steel surface followed the Langmuir adsorption isotherm, indicating the formation of an adsorbed protective layer. SEM micrographs showed that the inhibited metal surface was smoother and less damaged than the uninhibited surface. DFT calculations, including HOMO and LUMO analysis, provided molecular-level insight …
From "Ice Cave" To "Iced Cave": A Semantic And Process-Based Refinement For Rock-Hosted Caves Containing Perennial Ice, Jan Barabach
From "Ice Cave" To "Iced Cave": A Semantic And Process-Based Refinement For Rock-Hosted Caves Containing Perennial Ice, Jan Barabach
International Journal of Speleology
The term "ice cave" is deeply entrenched in speleological literature, but it fails to distinguish between two distinct phenomena: voids carved entirely within glacier ice and bedrock cavities hosting secondary perennial ice. This paper highlights the century-long conceptual ambiguity surrounding this nomenclature and proposes a process-oriented taxonomic reform. Based on grammatical, climatic, and cross-linguistic rationales, this paper advocates adopting the participial modifier "iced cave" as a precise alternative to the noun-noun construct "ice cave" for rock-hosted environments. This shift accurately frames subterranean ice as a dynamic secondary infill rather than a structural matrix, aligning English terminology with established practices in …
Therapeutic Harmony: Combining Music Therapy And Psychedelic Treatments In Psychiatric Care, Dominikus David Biondi Situmorang, Nadiya Kurniati, Gita Arisara, Listya Istiningtyas, Rose Mini Agoes Salim
Therapeutic Harmony: Combining Music Therapy And Psychedelic Treatments In Psychiatric Care, Dominikus David Biondi Situmorang, Nadiya Kurniati, Gita Arisara, Listya Istiningtyas, Rose Mini Agoes Salim
Buletin Konseling Inovatif
Focusing on the synergistic efficacy of music therapy and psychedelic treatment in improving patient recovery, this paper addresses their possible integration in the treatment of psychiatric diseases. The authors give background in the introduction on the need of looking for alternative therapies for psychiatric disorders, presenting music therapy to enhance emotional and cognitive well-being in patients and psychedelic treatment as a hopeful approach for treating conditions untreatable with conventional techniques. An integrative narrative review, choosing studies that address the use of music therapy, psychedelic treatment, and a combination of the two, constitutes the approach taken in this paper. The findings …
Modern Nationalism And Religion, Salo W. Baron
Modern Nationalism And Religion, Salo W. Baron
Hannah Arendt Marginalia - All
New York, Harper [1947]
Call #: BL65.N3 B3
Contains marginal lining and is inscribed by author
PDF information: 26 pages - 12.1 MB
2026 Program Book, Kari Harris
2026 Program Book, Kari Harris
Arkansas Liberal Arts and Humanities Day
The program book for ARLAH 2026 lists all presenters, performances, and demonstrations.
College Dating Across Cultures: Exploring Online And Offline Motives, Religiosity, Uncertainty Avoidance, And Perceived Dating Success, Maria Murad
SMU Journal of Undergraduate Research
Drawing on uses and gratification theory, this quantitative study examined the relationship between dating motives (long-term vs. casual), dating modes (online vs. offline), perceived dating success, as well as uncertainty avoidance among college students (n=270) seeking relationships across the globe. Additionally, it studied the cultural and religious aspects of dating behavior, adding to a more complex understanding of modern dating situations.
Results showed that online daters more frequently reported long-term relationship motives than offline daters, and offline daters more frequently reported dating for casual sex than online daters. Long-term motives were positively correlated with perceived dating success, and …
The Use Of Tens To Help Manage Post-Mastectomy Pain, Alyssa B. Carey, Amanda Giarratano, Verena Gorgi, Lauren Vera
The Use Of Tens To Help Manage Post-Mastectomy Pain, Alyssa B. Carey, Amanda Giarratano, Verena Gorgi, Lauren Vera
Oncology Rehabilitation in Practice
Transcutaneous electrical nerve stimulation (TENS) has been demonstrated to be an effective non-pharmacological adjunct for postoperative pain management in thoracic surgeries. However, few studies have examined its benefits in managing post-mastectomy pain. This study found that TENS provided positive effects on postoperative pain control, which were associated with improved physical and psychological outcomes. Overall, TENS appears to be a safe and effective modality for managing acute postmastectomy pain.
Whole-Body Vibration As An Adjunctive Modality For Radiation-Induced Fibrosis In Breast Cancer Rehabilitation: A Physical Therapist’S Perspective, Carla Steinberg
Whole-Body Vibration As An Adjunctive Modality For Radiation-Induced Fibrosis In Breast Cancer Rehabilitation: A Physical Therapist’S Perspective, Carla Steinberg
Oncology Rehabilitation in Practice
No abstract provided.
Occupational Therapy Interventions For Pediatric Patients With Cancer And Avascular Necrosis: A Case Report, Lucy Weathers, Sandra Murphy, Michael Neel, Raul Riberio
Occupational Therapy Interventions For Pediatric Patients With Cancer And Avascular Necrosis: A Case Report, Lucy Weathers, Sandra Murphy, Michael Neel, Raul Riberio
Oncology Rehabilitation in Practice
Background: Avascular necrosis (AVN) is a rare disease that can be caused by cancer treatment. AVN can affect multiple joints, which can disrupt one’s ability to perform daily activities. Rehabilitation services, including occupational therapy (OT) and physical therapy, are used to improve a patient’s quality of life through skilled conservative interventions that improve daily task engagement. Occupational therapists are trained to address functional deficits experienced by pediatric patients with cancer and may play a key role in treating patients who have AVN. This case report describes the role of OT in addressing self-care for a patient experiencing early multifocal AVN. …
Individualized Aerobic Exercise Prescription As Part Of A Comprehensive Physical Therapy Treatment During Systemic Chemotherapy: A Case Report, Veronica Griesemer
Individualized Aerobic Exercise Prescription As Part Of A Comprehensive Physical Therapy Treatment During Systemic Chemotherapy: A Case Report, Veronica Griesemer
Oncology Rehabilitation in Practice
Background: Cardiovascular disease (CVD) is commonly seen in cancer survivors. Multiple treatment modalities for breast cancer can cause cardiotoxicity during or even decades after treatment. Aerobic exercise has been well documented to treat non-cancer-related CVD; however, research regarding optimal dosing within the cancer population is needed. This case report discusses the examination, evaluation, and treatment of a patient with breast cancer receiving potentially cardiotoxic chemotherapy.
Case Description: This patient presented with decreased cardiorespiratory fitness, elevated heart rate, and shortness of breath when climbing the stairs after completing systemic chemotherapies doxorubicin and cyclophosphamide. She was preparing to start paclitaxel treatments and …
The Relationship Between Fatigue And Quality Of Life For Patients Participating In A Cancer Survivor Program, Madge Suzanne Tinsley, Marie Vazquez Morgan, Elizabeth Disbrow, Carol Crooms
The Relationship Between Fatigue And Quality Of Life For Patients Participating In A Cancer Survivor Program, Madge Suzanne Tinsley, Marie Vazquez Morgan, Elizabeth Disbrow, Carol Crooms
Oncology Rehabilitation in Practice
Introduction: The purpose of this chart review was to examine differences in fatigue and quality of life following cancer treatment based on gender, race, age, cancer type, and referral for rehabilitation services.
Methods: Ninety-one patient charts were reviewed for demographic variables, cancer type, rehabilitation referral, and baseline scores on the Brief Fatigue Inventory (BFI) and Reintegration to Normal Life Index (RNLI). Group differences were analyzed using the Mann–Whitney U test, and correlations between fatigue and quality of life were assessed using Pearson’s correlation (p < 0.05).
Results: Participants included 65 females (71%) and 26 males (29%), with 73% identifying as Black, 26% …
Impact Of Lymphedema Treatment Act Implementation On Lymphedema Therapists’ Compression Garment Practices, Sarah Stolker, Karla T. Washington, Kimberly Karr, Andrew Amari, Kyle A. Pitzer
Impact Of Lymphedema Treatment Act Implementation On Lymphedema Therapists’ Compression Garment Practices, Sarah Stolker, Karla T. Washington, Kimberly Karr, Andrew Amari, Kyle A. Pitzer
Oncology Rehabilitation in Practice
Purpose: Lymphedema management requires routine use of compression garments to stabilize limb volume and diminish infection risk. The 2024 Lymphedema Treatment Act (LTA) established Medicare coverage for these essential medical supplies. However, this legislation introduced structural challenges to clinical workflows for lymphedema therapists, who traditionally perform measuring, ordering, and fitting. This study evaluated contemporary practices in compression garment fitting, procurement, compensation patterns, and policy-driven impacts on therapist workload and stress.
Methods: A cross-sectional exploratory survey of US lymphedema therapists evaluated the impact of the LTA on clinical workflows. The survey assessed weekly time spent on garment-related tasks, workflow changes since …
Demonstrating Competence In Oncology Rehabilitation: Credentials, Clinical Preparation, And Professional Trust, Christopher M. Wilson
Demonstrating Competence In Oncology Rehabilitation: Credentials, Clinical Preparation, And Professional Trust, Christopher M. Wilson
Oncology Rehabilitation in Practice
Every rehabilitation professional will inevitably provide care for people living with and beyond cancer across acute care, outpatient settings, inpatient settings, and home care and within the community. Yet, many clinicians report feeling underprepared or unqualified to address the complex effects of cancer and its treatments. Continuing education, mentorship, and clinical experience remain important routes to professional development, but advanced credentials can offer a structured pathway for developing knowledge and skills and an external recognition of this preparation. This perspective discusses the potential value of specialization or board certification for rehabilitation professionals and other pathways for skill and knowledge attainment …
Editor's Message: About This Issue, Bryan A. Spinelli
Editor's Message: About This Issue, Bryan A. Spinelli
Oncology Rehabilitation in Practice
In this issue, we are pleased to publish the President’s Message, two research reports, two case studies, a research round-up, and a clinical perspective. In the President’s Message, Dr. Wilson discusses the role that advanced credentials and mentorship can play in enhancing professional development and fostering interprofessional trust.
Cover And Front Matter, Volume 3, Issue 3
Cover And Front Matter, Volume 3, Issue 3
Oncology Rehabilitation in Practice
No abstract provided.
A Retrospective Study On Spatial Immunohistochemical Quantification Of Keratin-18 At Oral Squamous Cell Carcinoma Invasive Front Using A Fiji-Based Computer-Aid Workflow, Jang-Jaer Lee
Articles in Press
No abstract provided.
The Floating Variable Fallacy: Explicit Rejection Of The Yang-Mills Mass Gap Manifesto Under Material Volumetric Monism, Christopher L. Eckes
The Floating Variable Fallacy: Explicit Rejection Of The Yang-Mills Mass Gap Manifesto Under Material Volumetric Monism, Christopher L. Eckes
Defensive Publications Series
This specification establishes a mathematically rigorous, standalone rejection of the Clay Mathematics Institute’s Yang-Mills Mass Gap problem. Mainstream theoretical physics has remained trapped within an institutional silo by attempting to define non-abelian gauge symmetries over an abstract, disembodied space-time continuum—an error defined here as the Floating Variable Fallacy. Under the strict physical laws of Material Volumetric Monism, any physical parameter or operator must map directly onto a non-vanishing material substrate volume. By replacing the unphysical concept of massless, zero-volume point particles with a continuous, viscoelastic fluid-dynamic medium, the mass gap crisis is exposed as an artifact of a flawed mathematical …
Non-Perturbative Spec-Matrix Constraints On Four-Dimensional Yang-Mills Continuum Existence And The Mass Gap, Christopher L. Eckes
Non-Perturbative Spec-Matrix Constraints On Four-Dimensional Yang-Mills Continuum Existence And The Mass Gap, Christopher L. Eckes
Defensive Publications Series
This white paper presents a mathematically rigorous framework that resolves the four-dimensional Yang-Mills mass gap problem by projecting continuum non-abelian gauge fields onto the discrete matrix sub-state invariants of the Eckes SPEC architectural substrate. While recent computer-assisted breakthroughs in late October 2026 successfully established the continuous existence of Yang-Mills theories via Lean-verified extensions of Balaban lattice renormalization, they omitted the structural mechanics required to prove a strictly positive lower bound for the energy spectrum. By mapping the color SU(3) field strength tensor directly to a topologically constrained co-harmonic matrix space, we prove that the lowest non-trivial excitation energy above the …
Execution-Time Security For Ai Agents, Digital Transactions, Cloud Infrastructure, Cryptographic Signing, And Connected Devices, Sangam Kumar Das
Execution-Time Security For Ai Agents, Digital Transactions, Cloud Infrastructure, Cryptographic Signing, And Connected Devices, Sangam Kumar Das
Defensive Publications Series
A digital signature can be valid, an AI agent can be authenticated, and an API request can pass every security check—yet the resulting action may still be unauthorized.
Modern software increasingly performs actions without direct human supervision. Artificial intelligence (AI) agents can initiate payments, transfer digital assets, send information, execute code, modify cloud infrastructure, access protected services, and control connected devices. These operations often rely on established security mechanisms, including TLS, OAuth 2.0, digital signatures, API credentials, access-control policies, hardware security modules (HSMs), and trusted execution environments.
However, successful authentication does not necessarily establish that the exact operation about to …
A Valid Payment Credential Does Not Guarantee An Authorized Transaction: Real-Time Payment Security For Ai Agents, Banking, Cards, Stablecoins, And Digital Assets, Sangam Kumar Das
A Valid Payment Credential Does Not Guarantee An Authorized Transaction: Real-Time Payment Security For Ai Agents, Banking, Cards, Stablecoins, And Digital Assets, Sangam Kumar Das
Defensive Publications Series
What happens when a payment is correctly authenticated but the wrong amount is transferred, the wrong recipient receives the money, or an AI agent makes a payment that was never actually approved?
Modern payment systems increasingly rely on automated software, artificial intelligence (AI) agents, digital wallets, banking APIs, payment processors, cryptographic signing services, and blockchain networks. Existing security technologies, including OAuth 2.0, multi-factor authentication, digital signatures, hardware security modules (HSMs), and transaction monitoring, provide important protections. However, these mechanisms do not necessarily establish that the final transaction being executed still matches the original authorization.
For example, an AI agent may …
Secure Ai Assistant Interoperability For Apple Siri, Ios And Android: Equal Third-Party Access With Hardware-Backed Security Under The Eu Digital Markets Act, Sangam Kumar Das
Secure Ai Assistant Interoperability For Apple Siri, Ios And Android: Equal Third-Party Access With Hardware-Backed Security Under The Eu Digital Markets Act, Sangam Kumar Das
Defensive Publications Series
A Technical Architecture for AI Agent Authorization, Mobile Operating-System Security, Privacy-Preserving API Access, and Non-Discriminatory Platform Interoperability
Author: Sangam Kumar Das Affiliation: Independent Inventor and Researcher, India Technical Areas: AI Agent Security, Mobile Operating Systems, Platform Interoperability, Hardware Security, API Authorization, Privacy, and EU Digital Markets Act
Open-Access Technical Blueprint and Reference Implementation
Repository: Zenodo DOI: 10.5281/zenodo.22053979 Access: Open Access
The full publication provides the detailed security architecture, implementation alternatives, technical explanations, downloadable source materials, and reference implementations. Readers interested in the …
Meta Muse/Sentinel Vs Published 54 Days Earlier: Credential-Free Ai Agent Sandboxing And Host-Side Egress Gating In Wo 2026/150382, Sangam Kumar Das
Meta Muse/Sentinel Vs Published 54 Days Earlier: Credential-Free Ai Agent Sandboxing And Host-Side Egress Gating In Wo 2026/150382, Sangam Kumar Das
Defensive Publications Series
Record type: prior-art notice and function-level technical comparison for Industry Validation Exercise.
The Agent Asks, the Host Decides: Earlier Published Disclosure of Credential-Free Sandboxed AI Agents and Host-Side Egress Gating (WO 2026/150382, July 2026) Compared with Meta Muse/Sentinel
Full Report available at > https://zenodo.org/records/23040181
Summary :
The problem. AI agents that write code, call APIs and act on external systems must be able to request actions without being able to carry them out on their own authority. If the agent holds real credentials, API keys or OAuth tokens, a prompt injection or compromised tool can turn those credentials into real-world effects. …
Tls Protects The Channel, Not The Consequence: A Pre-Execution Authorization Layer For Ai Agents, Payments, Networks And Machines, Sangam Kumar Das
Tls Protects The Channel, Not The Consequence: A Pre-Execution Authorization Layer For Ai Agents, Payments, Networks And Machines, Sangam Kumar Das
Defensive Publications Series
In one line: A request can be delivered perfectly, over an encrypted HTTPS connection, to a genuine server, carrying a valid OAuth token, and still represent an action that nobody ever authorized. This disclosure adds the missing layer: each specific action is held until it is approved for that exact effect, at that exact destination, at that moment.
Filing history. The parent application, PCT/IB2026/055615, was filed on 4 June 2026 and published by WIPO on 16 July 2026 as WO 2026/150382. Its specification runs to 8,598 pages and sets out more than 300 distinct embodiments. It builds on an earlier …
Beyond Https And Oauth: Execution-Time Authorization Of Ai-Agent Actions At Network, Api, Cloud, And Hardware Enforcement Boundaries, Sangam Kumar Das
Beyond Https And Oauth: Execution-Time Authorization Of Ai-Agent Actions At Network, Api, Cloud, And Hardware Enforcement Boundaries, Sangam Kumar Das
Defensive Publications Series
Why Existing Security Is Not Enough
HTTPS and TLS protect communication channels, OAuth provides delegated access authorization, and identity-management systems authenticate users and workloads. These mechanisms do not, by themselves, guarantee that a particular AI-generated command, API request, transaction, or device operation remains consistent with the exact action authorized by the user or governing policy at the moment of execution.
These mechanisms do not, by themselves, guarantee that a particular AI-generated command, API request, transaction, or device operation remains consistent with the exact action authorized by the user or governing policy at the moment of execution.
This technical disclosure describes …
From Intent To Effect: Catching False Success When Ai Agents, Networks, Devices, Robots And Payment Systems Report "Done", Sangam Kumar Das
From Intent To Effect: Catching False Success When Ai Agents, Networks, Devices, Robots And Payment Systems Report "Done", Sangam Kumar Das
Defensive Publications Series
TITLE
From Intent to Effect: Catching False Success When AI Agents, Networks, Devices, Robots and Payment Systems Report "Done"
ABSTRACT
Master Disclosure — AI Safety and Operational Consistency Technical Disclosure Series
In one line: An acknowledgement, success code or log entry is not proof that the authorized effect happened. This disclosure traces every downstream record back to the original authorized operation, verifies each condition with three-valued logic, and holds anything uncertain rather than guessing.
This technical disclosure presents a computer-implemented method, system and non-transitory computer-readable medium for intent-to-effect verification: determining whether what an autonomous, AI-driven or distributed system actually did …