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A developer explores using classical machine learning to detect LLM-generated web fiction, creating an open-source demo and model with ~85% single-sentence accuracy.
Share three emotional triggers (memory anchor, cultural heritage, aesthetic fusion) for AIGC history video creation, pointing out that high-quality AIGC history videos easily get high likes on platforms.
袋鼠帝 shared two open-source AI skills he developed (viral-topic and viral-title) to help self-media creators quickly find low-follower viral topics across platforms and generate suitable titles. He also introduced the experience of using them in 办公小浣熊 桌面端2.0.
Lists 10 money-making directions for ordinary people in the AI era, including user-facing AI communities, enterprise AI services, arbitraging the information gap between China and the US, selling courses, vertical domain applications, AI company marketing, AIGC, AI variety shows, AI learning IP, and investing in AI stocks.
This article reports how Semir Group deeply integrated AI into over 400 business scenarios including supply chain, marketing, and visual design, successfully reducing new product development cycles from 6 months to 15 days, achieving tens of millions in cost savings and hundreds of millions in collections, demonstrating AI's real value in traditional manufacturing.
MM-WebAgent is a hierarchical agentic framework that generates coherent and visually consistent webpages by coordinating AIGC-based element generation through joint optimization of layout and multimodal content. The paper introduces a benchmark and multi-level evaluation protocol, demonstrating improvements over code-generation and agent-based baselines.