Thursday, October 8, 2026

Parameterized Complexity Of Representing Models Of MSO Formulas

arXiv:2604.08707v1 Announce Type: new Abstract: Monadic second order logic (MSO2) plays an important role in parameterized complexity due to the Courcelle's theorem. This theorem states that the problem of checking if a given graph has a property specified by a given MSO2 formula can be solved by a parameterized linear time algorithm with respect to…

RAMP: Hybrid DRL for Online Learning of Numeric Action Models

arXiv:2604.08685v1 Announce Type: new Abstract: Automated planning algorithms require an action model specifying the preconditions and effects of each action, but obtaining such a model is often hard. Learning action models from observations is feasible, but existing algorithms for numeric domains are offline, requiring expert traces as input. We propose the Reinforcement learning, Action Model…

From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI

arXiv:2604.08603v1 Announce Type: new Abstract: Existing LLM-based agent systems share a common architectural failure: they answer from the unrestricted knowledge space without first simulating how active business scenarios reshape that space for the event at hand -- producing decisions that are fluent but ungrounded and carrying no audit trail. We present LOM-action, which equips enterprise…

OpenKedge: Governing Agentic Mutation with Execution-Bound Safety and Evidence Chains

arXiv:2604.08601v1 Announce Type: new Abstract: The rise of autonomous AI agents exposes a fundamental flaw in API-centric architectures: probabilistic systems directly execute state mutations without sufficient context, coordination, or safety guarantees. We introduce OpenKedge, a protocol that redefines mutation as a governed process rather than an immediate consequence of API invocation. OpenKedge requires actors to…

Sustained Impact of Agentic Personalisation in Marketing: A Longitudinal Case Study

arXiv:2604.08621v1 Announce Type: new Abstract: In consumer applications, Customer Relationship Management (CRM) has traditionally relied on the manual optimisation of static, rule-based messaging strategies. While adaptive and autonomous learning systems offer the promise of scalable personalisation, it remains unclear to what extent ``human-in-the-loop'' oversight is required to sustain performance uplift over time. This paper presents…

Point of Sale Systems Or Cash Registers
Technology News

Point of Sale Systems Or Cash Registers

Point of Sale Systems Or Cash Registers - Which Is Better For Your Business? If you are starting a small business, a POS system may be a great choice. Unlike standalone cash registers, a POS system is able to track your sales and inventory in real-time. Instead of entering every sale manually, you can use…

Web Design: The Many Choices of Freelance
Web Design

Web Design: The Many Choices of Freelance

Web design encompasses a variety of disciplines and skills in the creation and upkeep of sites on the internet. Some designers will cover all aspects of the web design process, but most will work in pairs covering different areas. Web design covers everything from HTML and JavaScript to cascading styling sheets. It also covers Designing…

Content is King in Social Media Advertising
Social Media

Content is King in Social Media Advertising

Content is king in social media advertising because what is in your content, you will present to the public. If your content is bad, no one will bother to go there or read your content and because they will not see the point of your article, you will not get much traffic. I have seen…

WordPress Vs Other CMS
CMS

WordPress Vs Other CMS

Why the World wants WordPress? WordPress is relatively easy to work with. Even many experienced web designers can set up a WordPress site quicker than they'd a static site built traditionally. It is the go-to platform for newbie web "designers" that don't really know how to code a site; just drag and drop widgets onto…