eGRC is a rapidly evolving business capability that uses processes and tools to combine:
- Compliance programs that measure control effectiveness,
- Risk management programs that categorize and prioritize risks, and
- Governance programs that identify, monitor and manage remediation of those risks.
Presentation från GRC 2014 den 15 maj. Kontakta gärna talaren om du har några frågor. Hela schemat för eventet hittar du här: http://www.transcendentgroup.com/sv/har-har-du-hela-schemat-for-grc-2014/
Business Continuity Management PowerPoint Presentation SlidesSlideTeam
Presenting this set of slides with name - Business Continuity Management PowerPoint Presentation Slides. This complete deck is oriented to make sure you do not lag in your presentations. Our creatively crafted slides come with apt research and planning. This exclusive deck with fifty-two slides is here to help you to strategize, plan, analyze, or segment the topic with clear understanding and apprehension. Utilize ready to use presentation slides on Business Continuity Management PowerPoint Presentation Slides with all sorts of editable templates, charts and graphs, overviews, analysis templates. It is usable for marking important decisions and covering critical issues. Display and present all possible kinds of underlying nuances, progress factors for an all inclusive presentation for the teams. This presentation deck can be used by all professionals, managers, individuals, internal external teams involved in any company organization.
eGRC is a rapidly evolving business capability that uses processes and tools to combine:
- Compliance programs that measure control effectiveness,
- Risk management programs that categorize and prioritize risks, and
- Governance programs that identify, monitor and manage remediation of those risks.
Presentation från GRC 2014 den 15 maj. Kontakta gärna talaren om du har några frågor. Hela schemat för eventet hittar du här: http://www.transcendentgroup.com/sv/har-har-du-hela-schemat-for-grc-2014/
Business Continuity Management PowerPoint Presentation SlidesSlideTeam
Presenting this set of slides with name - Business Continuity Management PowerPoint Presentation Slides. This complete deck is oriented to make sure you do not lag in your presentations. Our creatively crafted slides come with apt research and planning. This exclusive deck with fifty-two slides is here to help you to strategize, plan, analyze, or segment the topic with clear understanding and apprehension. Utilize ready to use presentation slides on Business Continuity Management PowerPoint Presentation Slides with all sorts of editable templates, charts and graphs, overviews, analysis templates. It is usable for marking important decisions and covering critical issues. Display and present all possible kinds of underlying nuances, progress factors for an all inclusive presentation for the teams. This presentation deck can be used by all professionals, managers, individuals, internal external teams involved in any company organization.
Identify risks and hazards that have the potential to harm any process or project. Use content-ready Risk Assessment PowerPoint Presentation Slides to analyse what can go wrong, how likely it is to happen, what potential consequences are, and how tolerable the identified is. With the help of ready-made risk assessment PowerPoint presentation slideshow, use control measures to eliminate or reduce any potential risk related situation. This deck comprises of various templates to control risks such as types of risks, risk categories, identify the risk categories, stakeholder engagement, stakeholders risk appetite, risk tolerance, procedure, risk management plan, risk register, risk identification, risk assessment, risk analysis, risk response plan, risk response matrix, risk control matrix, risk item tracking, risk impact and probability analysis, risk mitigation strategies, qualitative risk analysis, quantitative risk analysis, risk management process, risk management steps, and more. These templates are completely customizable. You can easily edit the color, text, icon and font size as per your need. Add or remove content, if needed. Grab this easy-to-understand risk assessment PowerPoint templates to figure out what could cause harm to the project, whether the hazards could be eliminated or not, what preventive measures should be taken to control the risks. Download risk assessment PPT slides now to execute the project easily. Behave in a down to earth fashion with our Risk Assessment Powerpoint Presentation Slides. Give them a glimpse of your fact based approach.
Insight is one of the best security operation center that influences all the necessary things that reduce the advanced threats and security risk all over your company and protects your network infrastructure across the organization. https://insightmsp.co.in/soc-as-service.php
Business Process Managers are faced with two different tasks: Improve organizational performance by streamlining and automating workfl ows while ensuring compliance with regulatory and audit requirements. Both tasks involve the notion of process risk, and introduce a series of questions: Does the risk exposure of a
given process match the risk appetite of the enterprise? Are there better ways to mitigate certain risk factors by redesigning our processes? And how can we measure the level of compliance during the execution of a given process? Contemporary process modeling languages offer little help in identifying and mapping process risk. This session addresses a multiperspective approach to capturing and understanding process risk,
and illustrates ways to use this newfound information to create innovative process designs that address risk factors in a cost effective way.
Risk Assessments Best Practice and Practical Approaches WebinarAviva Spectrum™
Risk assessments are the primary component when planning, executing and delivering value in an internal audit. They are the building blocks of your internal audit activities and operational audit program. Sonia Luna CPA, CIA, CEO of Aviva Spectrum and Monica Raffety, CIA
Senior Manager, Financial Controls at Kaiser Permanente will help you to:
Understand risk assessment tools available
Learn how and when to apply risk assessment techniques
Leverage different forms of quantitative and qualitative analysis techniques
Learn when to deviate from risk assessment templates with a memo or scoring
Understand what external auditors, management and the Board need to know when executing a risk assessment.
Understand how risk assessment impact the internal audit activities, from walkthroughs to testing
An in-depth look at:
1. Disruptive Technology and its impact on organizations.
2. Need for a Security Operations Center (SOC) for the 21st century businesses
3. Designing and operating an effective SOC - what it takes to run a successful SOC starting from how we should prepare our minds in terms of approach to the actual implementation and operation.
4. Qualities any SOC Analyst should possess
5. Measuring the success of a SOC - We discuss critical factors to consider when determining the success of a SOC.
From this webinar you will understand:
• The truth behind Traffic Safety
• The Need of New Road Traffic Management System (ISO 39001)
• The Core Elements of Road Traffic Management System (ISO 39001)
• The Benefits of ISO 39001 RTS
Presenter:
This webinar will be presented by Ronnie Mapanoo, PECB Certified Trainer and Registered Safety Practitioner and Member of International Institute of Risk & Safety Management, UK.
Link of the recorded session published on YouTube: https://youtu.be/WKkhyiCci6Y
The underlying premise of enterprise risk management is that the Company exists to provide value for its stakeholders – customers, employees, and shareholders. Like any business, every Company faces some uncertainty, and the challenge for management is to determine how much uncertainty to accept as it strives to grow stakeholder value. Uncertainty presents both risk and opportunity, with the potential to erode or enhance value. Enterprise risk management enables senior management to effectively deal with uncertainty and associated risk and opportunity, enhancing the capacity to build value. Value is maximized when management sets strategy and objectives to strike an optimal balance between growth and return goals and related risks, and efficiently and effectively deploys resources in pursuit of the entity’s objectives. These capabilities inherent in enterprise risk management help management achieve the Company’s performance and profitability targets, and minimize loss of resources. Enterprise risk management helps ensure effective reporting and compliance with laws and regulations, and helps avoid damage to the Company’s reputation and associated consequences. In sum, enterprise risk management helps the Company get to where it wants to go and avoid pitfalls and surprises along the way. Enterprise risk management encompasses:
• Aligning Risk Appetite and Strategy
• Enhancing Risk Response Decisions
• Reducing Operational Surprises and Losses
• Identifying and Managing Multiple and Cross-Enterprise Risks
• Seizing Opportunities
• Improving Deployment of Capital
• Leveraging Talent, Structure, Process, and Capital
Identify risks and hazards that have the potential to harm any process or project. Use content-ready Risk Assessment PowerPoint Presentation Slides to analyse what can go wrong, how likely it is to happen, what potential consequences are, and how tolerable the identified is. With the help of ready-made risk assessment PowerPoint presentation slideshow, use control measures to eliminate or reduce any potential risk related situation. This deck comprises of various templates to control risks such as types of risks, risk categories, identify the risk categories, stakeholder engagement, stakeholders risk appetite, risk tolerance, procedure, risk management plan, risk register, risk identification, risk assessment, risk analysis, risk response plan, risk response matrix, risk control matrix, risk item tracking, risk impact and probability analysis, risk mitigation strategies, qualitative risk analysis, quantitative risk analysis, risk management process, risk management steps, and more. These templates are completely customizable. You can easily edit the color, text, icon and font size as per your need. Add or remove content, if needed. Grab this easy-to-understand risk assessment PowerPoint templates to figure out what could cause harm to the project, whether the hazards could be eliminated or not, what preventive measures should be taken to control the risks. Download risk assessment PPT slides now to execute the project easily. Behave in a down to earth fashion with our Risk Assessment Powerpoint Presentation Slides. Give them a glimpse of your fact based approach.
Insight is one of the best security operation center that influences all the necessary things that reduce the advanced threats and security risk all over your company and protects your network infrastructure across the organization. https://insightmsp.co.in/soc-as-service.php
Business Process Managers are faced with two different tasks: Improve organizational performance by streamlining and automating workfl ows while ensuring compliance with regulatory and audit requirements. Both tasks involve the notion of process risk, and introduce a series of questions: Does the risk exposure of a
given process match the risk appetite of the enterprise? Are there better ways to mitigate certain risk factors by redesigning our processes? And how can we measure the level of compliance during the execution of a given process? Contemporary process modeling languages offer little help in identifying and mapping process risk. This session addresses a multiperspective approach to capturing and understanding process risk,
and illustrates ways to use this newfound information to create innovative process designs that address risk factors in a cost effective way.
Risk Assessments Best Practice and Practical Approaches WebinarAviva Spectrum™
Risk assessments are the primary component when planning, executing and delivering value in an internal audit. They are the building blocks of your internal audit activities and operational audit program. Sonia Luna CPA, CIA, CEO of Aviva Spectrum and Monica Raffety, CIA
Senior Manager, Financial Controls at Kaiser Permanente will help you to:
Understand risk assessment tools available
Learn how and when to apply risk assessment techniques
Leverage different forms of quantitative and qualitative analysis techniques
Learn when to deviate from risk assessment templates with a memo or scoring
Understand what external auditors, management and the Board need to know when executing a risk assessment.
Understand how risk assessment impact the internal audit activities, from walkthroughs to testing
An in-depth look at:
1. Disruptive Technology and its impact on organizations.
2. Need for a Security Operations Center (SOC) for the 21st century businesses
3. Designing and operating an effective SOC - what it takes to run a successful SOC starting from how we should prepare our minds in terms of approach to the actual implementation and operation.
4. Qualities any SOC Analyst should possess
5. Measuring the success of a SOC - We discuss critical factors to consider when determining the success of a SOC.
From this webinar you will understand:
• The truth behind Traffic Safety
• The Need of New Road Traffic Management System (ISO 39001)
• The Core Elements of Road Traffic Management System (ISO 39001)
• The Benefits of ISO 39001 RTS
Presenter:
This webinar will be presented by Ronnie Mapanoo, PECB Certified Trainer and Registered Safety Practitioner and Member of International Institute of Risk & Safety Management, UK.
Link of the recorded session published on YouTube: https://youtu.be/WKkhyiCci6Y
The underlying premise of enterprise risk management is that the Company exists to provide value for its stakeholders – customers, employees, and shareholders. Like any business, every Company faces some uncertainty, and the challenge for management is to determine how much uncertainty to accept as it strives to grow stakeholder value. Uncertainty presents both risk and opportunity, with the potential to erode or enhance value. Enterprise risk management enables senior management to effectively deal with uncertainty and associated risk and opportunity, enhancing the capacity to build value. Value is maximized when management sets strategy and objectives to strike an optimal balance between growth and return goals and related risks, and efficiently and effectively deploys resources in pursuit of the entity’s objectives. These capabilities inherent in enterprise risk management help management achieve the Company’s performance and profitability targets, and minimize loss of resources. Enterprise risk management helps ensure effective reporting and compliance with laws and regulations, and helps avoid damage to the Company’s reputation and associated consequences. In sum, enterprise risk management helps the Company get to where it wants to go and avoid pitfalls and surprises along the way. Enterprise risk management encompasses:
• Aligning Risk Appetite and Strategy
• Enhancing Risk Response Decisions
• Reducing Operational Surprises and Losses
• Identifying and Managing Multiple and Cross-Enterprise Risks
• Seizing Opportunities
• Improving Deployment of Capital
• Leveraging Talent, Structure, Process, and Capital
Cyber Security IT GRC Management Model and Methodology.360factors
A discussion and presentation on cyber security trends in oil and gas, the benefits of an IT GRC Management System, and IT GRC Management Model and Methodology.
This presentation focuses on the principles and practicalities of establishing a working risk appetite statement supported by risk limits and tolerances.
Are you managing GRC in the most effective manner? Is it contributing to business governance or becoming a burden ? We will discuss the current state of GRC and recognized business drivers as well as supportive risk management infrastructures. Strategies for the alignment of business interests with enterprise GRC programs to establish a complete, auditable, less time consuming program which benefits from management visibility and compliance readiness will additionally be presented. Utilize GRC to manage your business, not to burden it.
James P Finn, Modulo
James has twenty five years experience in security and disaster recovery consulting, managing and delivering enterprise solutions to more than 200 worldwide commercial and government clients.
He has held various management and consulting positions in the information security field including as a worldwide IBM Corporate Auditor for Information Security reporting to the Corporation’s Board of Directors and the as the founding Principal of both the IBM and Unisys Security Consulting Practices and as Vice President of Risk Management for Modulo.
He has consulted in more than 38 countries (U.S., Asia, Europe, South America) on business, technical security and recovery solutions to assist clients to achieve and maintain effective goverance across the full spectrum of security and business recovery disciplines. James is a Microsoft MSRA trained assessor, a KPMG trained SOX auditor and also holds Business Continuity certifications.
He is frequently requested as a speaker at international industry conferences, live webcasts and TV and radio news shows and is the author of over 50 media articles on computer security
Learn more about the importance of ISO 27001 and its role on GRC, what the advantages of starting with ISO 27001 are and the importance of its structure.
Main points covered:
• Definition and goals of GRC (Governance, Risk and Compliance)
• How the structure of ISO/IEC 27001 implements GRC
• Advantages of starting with ISO/IEC 27001
Presenter:
This webinar was presented by Jorge Lozano. He is a senior manager at the Cybersecurity & Privacy practice of PwC Mexico. He has over 17 years of experience in information security and holds the CISSP, CISM, CEH, and ISO27001LI certifications. He is an instructor of PECB for the ISO27001 Introduction, Foundation and Lead Implementer courses.
Link of the recorded session published on YouTube: https://youtu.be/sLfAarQ8cf0
Risk is a result or outcome which is other than what is / was expected. It is the amount of money that an investor can afford to lose in the interim, in his quest for certain return on investments. It is a state of uncertainty. Read more to find out how to access your risk appetite.
The application of GRC in the Middle EastMECandPMV
What is GRC?
Where is GRC manufactured in the Middle East?
Examples of Applications
What are the Advantages of GRC to designers and their Clients?
Future developments
A corporation must have social acceptance to survive and grow.
The society’s expectations change through:
1.- Changing population mix.
2.- Changing values and orientations.
Business performance changes through
1.-Economic, competitive, and structural conditions.
2.- Regulatory constraints.
3.- Futuristic, Long Term orientation.
4.- Leadership style
Working closely with the client, we deliver a rigorous and effective integrated GRC (Governance, Risk and Compliance) solution – one that is not only right for the client, but also available for them.
Principled Performance delivered through Federated GRCNick Carus
Principled Performance is an approach to business that helps organisations reliably achieve objectives while addressing uncertainty and acting with integrity.
To meet the objectives involved, Acuity Group are bringing to market a disruptive approach to the evolution of Federated GRC platform solutions to achieve the imperative of supporting a business to achieve their strategic objectives, establishing an effective culture of Governance to monitor, measure and manage all aspects of Risk & Compliance (GRC) across the organisation and throughout the supply chain.
Éviter les pièges du waterfall dans un contexte de livraison de projet agile:...Agile Montréal
L'agile Testing commence par la mise en place d'outils et événements agiles au sein des "équipes de tests" (scrum, retro, sprints, etc.), mais cela ne suffit pas à faire de l'agile : la composition et l'organisation des équipes est cruciale. Dans un contexte agile, il est impératif que la collaboration entre les testeurs et développeurs soit quasi symbiotique afin d'éviter de retomber dans des pratiques waterfall (en séquence) au sein de l'agile.
Rattanak Biv
Identify the prescriptive actions required to minimize time/costs and achieve the desired value as well as predict with 90+% accuracy the time and cost to complete the initiative via a one day collaborative assessment. Compare your initiative to the Best-in-Class database of hundreds of assessments across 22 industry segments.
Check out our new capabilities two pager with our "subway map". Featuring some new areas of focus: Mobile, Gaming, CRM, Business Intelligence, eCommerce and more.
ESOLPK is an offshore and a top website development and design company based in Islamabad, Pakistan, providing affordable web site design development including website designing, website development, ecommerce solution, SEO Services, software development and ERP solutions.
Strategic, no-BS, engaged, articulate, and dynamic Chief Revenue Officer that drives and leads sales and marketing, managing and building highly effective teams to acquire new business. Strong foundation and experience working in small dynamic companies and start-ups.
Experienced building pre-IPO, SaaS, and Cloud technology teams, confident serial business developer skilled in leadership and team dynamics -with over 15 years experience in growth, startup, and early-stage Software & SaaS, spread across multiple technology disciplines including mobile, wireless, cloud-based software tools, broadband, visual workflows, emerging technologies AI and ML, video, IT, analytics, and software serving multiple verticals in transportation, enterprise, logistics, renewable energy, financial services, media & entertainment and more.
With my years of experience aligning sales, marketing, product, and technology, I focus on revenue acquisition, integrating and optimizing product development, sales, marketing, and CRM teams to create the best possible experience leveraging my team-based work dynamic that utilizes a “been there done that DNA” systems-oriented approach to facilitate operational improvement with efficient and effective solutions driving revenue.
It is enjoyable working with CEOs, founders, and teams navigating the complex challenges of Go-To-Market strategies, account mapping including sales and marketing playbooks that drive new revenue, and bringing together solutions that effectively address all areas of the organization.
Qualifications
• Extensive experience in SaaS sales.
• Demonstrated success in building and leading metrics-driven sales organizations.
• Proficiency in managing remote teams and navigating remote work environments.
• Strong communication and time management skills.
• Proven track record in recruiting and developing sales talent.
• Comfortable in high-complexity and rapidly changing environments.
• Experience with both direct and channel sales organizations.
In summary, my tenure as a sales leader has been marked by a relentless pursuit of excellence, a commitment to team growth, and a strategic approach to driving revenue. With a comprehensive understanding of the intricacies of sales leadership and a proven ability to navigate complex landscapes, I am poised to deliver exceptional results and contribute to the success of any organization.
Developing End State Vision
Advice and Planning Strategy
Driving a Business Architecture
Provisioning a Portfolio of Projects
eGRC Operation Control
Minimizing Financial Risk
Aggregating Financial Risk
Managing Mainframe Entitlements
Implementing Data Governance
Understanding Data Lineage
Defining Global Customer Strategy
Regulatory control functions, such as Operational Risk, Compliance and Audit, increasingly raise questions around the scope, management, and clarity of entitlements within distributed and mainframe application environments
Regulatory Control functions, such as Operational Risk, Compliance and Audit, increasingly raise questions around the scope, management, and identification of sensitive data within distributed and mainframe application environments.
Navigation and content categorization are presented in a way that fits the users’ thought process, creating a compelling user experience that allows users to intuitively find information and perform tasks.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.