Ethan Vance investigates the frontiers of neural networks and generative models. He focuses on how emerging AI breakthroughs transition from research labs to global industries.
Google is shifting its entire search service to be AI-driven, with traditional search result lists set to be replaced by AI-generated answers and conversational interfaces. How will this transformation rewrite the rules of information retrieval, content production, and the platform economy?
Based on AI startup trend data from September 2026, this provides an in-depth analysis of how natural language programming, vertical AI, synthetic data, and the API economy are redefining the global startup ecosystem and the landscape of technological competition.
Search Engine Optimization (SEO) is being disrupted by Generative Engine Optimization (GEO). In the new era of search where AI directly outputs answers, how can enterprises evaluate and improve their AI visibility?
The smartphone industry is undergoing a profound transformation from incremental upgrades to product reinvention, and from personal technology hubs to durability strategies, with phones becoming operating systems for managing daily life.
AI search is replacing traditional SEO as the core mechanism for traffic distribution. This article provides an in-depth analysis of how AI search works, the differences in citations across platforms, and offers practical strategies for getting brands proactively mentioned by AI.
This article analyzes the global startup ecosystem trends behind the "Capital In Chaos" event, explores the coping strategies of startups and investors during capital turbulence, and the resilience reshaping of Southeast Asia's startup ecosystem.
As AI search and generative AI develop, the international news distribution industry is shifting from traditional press release distribution to AI visibility distribution, with companies beginning to focus on the discoverability of information across media, search engines, and AI systems.
This article starts from KPMG's actions at the Tanzania Impact Investment Forum, analyzes the structural challenges of Africa's venture capital ecosystem, and explores long-term trends such as policy reform, blended finance, and global capital flows.
Based on Stacker's latest research, this article provides an in-depth analysis of the emerging metric "coverage breadth" in Generative Engine Optimization (GEO), explaining how earned media can bring significant visibility gains for brands in AI search, and exploring its profound implications for marketing strategies, competitive dynamics, and technology platforms.
Generative AI is transforming how users search and the logic of content distribution, pushing traditional SEO toward a paradigm shift. This article analyzes how AI is restructuring the search optimization industry from the perspectives of technological change, platform competition, and content ecosystem.
As generative AI becomes a new information gateway, corporate communications are shifting from competition for exposure to competition for information discoverability. Veerixa has launched the AI Visibility Distribution service, exploring a new model that combines news distribution, search visibility, and AI visibility.
Microsoft is evaluating using Chinese AI company Moonshot AI's Kimi K3 model to replace OpenAI's ChatGPT and Anthropic's Claude, which is expected to save $600 million in costs annually. This decision reflects the trends of intensified competition in AI models, enterprises' pursuit of cost efficiency, and diversification of the global AI supply chain.
This article provides an in-depth analysis from three dimensions—legal, product, and regulatory—of three major events in the tech industry this week: the copyright lawsuit triggered by Google's AI Overview feature, renewed rumors of Apple's touchscreen MacBook, and Canada's push to restrict social media use among adolescents. It reveals the new challenges and transformation directions facing tech giants in the age of AI.
Analyzing the latest trends in the Android ecosystem, including Android 17 security upgrades, the Galaxy S27 iteration strategy, the maturation of foldable phones, the growth of smartwatches, and AI assistants entering smart homes. It points out that global smartphone shipments have declined but market value has risen, forcing manufacturers to compete for high-end users through AI, security, and unique hardware.
AI is transforming search engines from “link distributors” into “answer generators,” which not only changes how the legal services industry acquires clients, but also reshapes the competitive logic of SEO, brand authority, platform distribution, and local business.
AI is automating and scaling cyberattack workflows that originally depended on highly skilled teams, forcing enterprise defense systems to shift from “discovering vulnerabilities” to “understanding attack paths.” As a result, cybersecurity is moving from a competition of tools to a competition of architectures.