AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
TL;DR
This work investigates how Drupal’s open source community uses Twitter, a household-name in microblogging, and reveals that both serve as communicators of essential links to a vast and growing community knowledge base.
The system Social$.$Wiki supports the co-creation of interactive social sites, such as those for microblogging, messaging, dating, gaming, ride sharing, and so on, and implements a granular security model to protect personal data in a malleable environment.
Wikimedia platforms are not isolated entities, nor are editors, readers, or volunteers around the world. As a community, we are connected by our shared commitment to free access to technology and knowledge. However, societies are evolving alongside other digital platforms, and leveraging this momentum will help us understand our role in the digital world. In this context, disinformation has become a global, political, and cultural phenomenon. In collaboration with Wikimedia Colombia, I carried out a project investigating how climate change disinformation and denialism manifest and circulate on social media. Our starting point was to understand the phenomenon, identify gaps across platforms, and ask what new insights could be generated and what new actions could be taken. In this project, I applied digital methods to study the case of #Fracking on X (formerly Twitter). We found that climate change disinformation primarily circulates through hashtag chains (ranging from political to generic), intensifies during real-time events (such as news coverage or electoral debates), and reinforces a form of nationalism grounded in energy autonomy. The results of my research aim to contribute to the community in two ways: by encouraging efforts to combat disinformation that go beyond content analysis and instead examine strategies of dissemination and activation. Second, by ensuring that once we understand, analyze, document, and enrich platforms with this knowledge, we are equipped to design productive, efficient, and impactful strategies to counter and prevent this phenomenon.
A large-scale empirical analysis of more than 50,000 English-language starter packs and over 600,000 associated users shows that starter packs form a highly interconnected ecosystem with substantial overlap across packs that largely reflects pre-existing communities.
Posting screenshots of social media posts is a common way of increasing platform functionality, enabling inter-platform interoperability, and gives users more control over how content is presented and interpreted. While these are legitimate purposes, screenshot sharing is also used in ways that can remove context, hide the original source, or mislead audiences. We examine the motivations behind sharing screenshots of social media posts on social media platforms like Twitter/X, Instagram, and Facebook. By focusing on user motivations, our study contributes to understanding how screenshot practices shape the sharing and interpretation of information in online spaces.
This paper aims to provide an overview of the impact of Generative Artificial Intelligence (GenAI) on political events. Through an analysis of relevant studies, it examines both the advantages and disadvantages of Artificial Intelligence (AI), particularly its role in shaping political developments through chatbot-generated content shared on social media. Additionally, it explores the influence of large corporations on content manipulation, raising concerns about transparency and ethical dilemmas. Based on the literature review, potential solutions are proposed that could drive advancements in the field. The development of GenAI relies on tools for recognizing AI-generated content, the creation of deepfake databases, the training of chatbots on diverse datasets, and, most importantly, educating users to ensure they adapt to and responsibly use new technology. However, the question remains: to what extent do AI regulations foster progress, and to what extent do they hinder it?
GPT-Lab
· gpt-lab.eu
Sep 17, 2026
AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.
We’re launching agentic video understanding across our latest Gemini models for improved accuracy and lower costs and token usage.
In his latest book, Professor Eugene Fitzgerald examines the forces that turn breakthroughs into value — and why innovation resists simple formulas.
A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
