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Angular 21 Release Overview Angular, Google’s framework for building large-scale web applications, has released Angular 21 — a milestone update that: * Advances reactivity with new Signal-based APIs * Simplifies change detection migration via zoneless architecture * Introduces AI-driven developer tooling for onboarding and productivity --- Key Features and Enhancements 1. Signal Forms
AI Playbooks
Dynamic AI Posters: From Static to Motion After two days of staring at too many Banana2 static AI-made posters, my eyes began to blur. So today, let’s explore something different — dynamic posters with silky scene transitions, flowing text effects, and high product consistency. --- Eye-Catching Examples This style immediately
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🚨 Xinzhiyuan Report: Poetry Attacks on AI Safety Summary: A recent study reveals that rewriting malicious instructions as poems can trick top-tier AI models like Gemini and DeepSeek into bypassing safety constraints. Testing on 25 mainstream LLMs showed that “poetry attacks” can reduce safety success rates to zero. Interestingly, smaller models
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Balancing Privacy & Personalization in Multimodal Recommendation Systems In today’s move toward multimodal recommendation systems, the challenge is how to balance data privacy with personalized image–text understanding. A research team led by Prof. Guodong Long (University of Technology Sydney), in collaboration with Prof. Qiang Yang and Prof. Chengqi
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AI for Finance: Building Deterministic Market Simulation with Foundation Models & Agents In the era of large AI models and intelligent Agents, the financial industry is undergoing a profound transformation — from investment decision-making to market simulation. At the AICon Global Artificial Intelligence Development and Application Conference, Liu Weiqing, Principal Researcher
![[2026 Edition] What Software Should You Use to Learn UI?](/content/images/size/w600/2025/11/img_001-603.jpg)
AI Playbooks
Introduction The UI design industry is unique in one major way — there is an abundance of professional productivity tools available. This often overwhelms newcomers with choice overload, leaving them uncertain about which tool to learn first and how to begin. This guide delivers a comprehensive, professional, yet concise introduction to
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Doing Research Isn't Easy The Struggle of Academic Publishing Rejected six times in three years, with each feedback round taking half a year? When machine learning pioneer Andrew Ng learned about a student's streak of bad luck, he personally created a free AI-powered academic paper review
AI Playbooks
# 2025 Stack Overflow Developer Survey: AI Adoption Insights for Enterprises ## Key Takeaways - **Developer trust in AI is falling** — over 75% still want human validation when they don’t trust AI-generated answers. - **Debugging AI code takes longer than expected**, with “almost right but not quite” solutions being the top
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AI's Role in Academic Paper Review: Opportunities and Challenges At present, even within the AI research community, there is no unified standard governing the use of AI in paper review. Among leading global conferences: * ICLR requires disclosure when large models are used during review writing. * CVPR explicitly prohibits
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Google’s AI Comeback: From Lagging Behind to Leading Again When ChatGPT arrived in late 2022, it shocked the tech industry with the sudden rise of conversational AI. Surprisingly, despite over a decade of deep AI investment, Google stayed unusually silent — quickly gaining a reputation for being “slow to react”
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Apple Releases Embedding Atlas — An Open-Source Tool for Exploring Large-Scale Embeddings Apple has officially launched Embedding Atlas, an open-source platform for interactive visualization and exploration of high-dimensional embeddings. This tool is aimed at researchers, data scientists, and developers who want a fast, intuitive way to analyze complex datasets — from text
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sqlite-utils 4.0a1 Release Summary Last night I published a new alpha release of sqlite-utils — the 128th release since starting the project in 2018. `sqlite-utils` is both: * A Python library for creating and manipulating SQLite databases. * A CLI tool for interacting directly with those databases in the terminal. Nearly every