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A complete guide for MRI brain tumor detection graduation projects: medical background, BraTS dataset selection, GAN/diffusion model/Transformer technical routes, Research Gap methodology, and Agent collaboration architecture.

A 16-year-old wants to become an ML security engineer. This article outlines the AI security knowledge system, covering math foundations, ML, cybersecurity, and adversarial attack practice.

A systematic career development guide for ML security engineers covering math foundations, ML core skills, and cybersecurity — with project ideas and learning resources for aspiring AI security professionals.

EssayKraft is a native Swift Mac/iPad academic writing app with built-in reference management, automatic citations, PDF/DOCX export, and one-time purchase pricing. Full review and comparison with traditional tools.

How can PhD students avoid coding skill atrophy when using AI programming assistants? This article proposes a layered delegation strategy with actionable advice for researchers.

EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, core content, controversies, and implications.

EMNLP 2026 introduces AI-generated reviews in ACL Rolling Review, exploring LLM-assisted academic peer review. Analysis of the experiment's background, mechanics, controversies, and implications.

Exploring whether the ACM Digital Library should open to LLM training. Analyzing the value of academic corpora for AI, data exhaustion concerns, copyright battles, and pragmatic paths including licensing and RAG.
Alibaba Open-Sources Code Review Tool …
Alibaba open-sources code review tool open-code-review, using a hybrid architecture of deterministic rule pipelines and LLM Agents. Supports line-level comments, OpenAI/Anthropic APIs, battle-tested at Alibaba scale, written in Go, fully free and open-source.

A data-deletion disaster reveals the biggest AI Agent risk: the problem isn't the model, it's Harness design. Learn context management, process standards, and permission isolation.

A curated open-source repo of 500+ active AI research tools covers the full workflow—literature review, code reproduction, paper writing, and LaTeX formatting—potentially saving 80% of research time.

As NeurIPS and CVPR monopolize academic resources while niche venues like FG and ICASSP fade, quality research disappears into arXiv. A deep analysis of AI conference over-concentration.

Does The Mythical Man-Month still hold 50 years on? A deep analysis of Brooks's Law, the second-system effect, and conceptual integrity in the AI coding era.

IEEE launches an official LLM training course, signaling large language models are entering standardized professional education. What this means for the AI talent gap and your career.

Xiaomi XiaoAI 10.1-inch Smart Control Panel features AI LLM Q&A, WeChat calling, and whole-home Mi IoT control. Priced at 839 yuan, ~679 yuan after national subsidy. An in-depth review of AI capabilities, screen experience, and smart home integration.

As generative AI sweeps the workplace, once-marginalized philosophy and humanities are being revalued. This article explores why critical thinking, ethical judgment, and questioning are the new scarce competencies in the AI era.

Plants speak through wilting, yellowing, and spots. This article explores how AI uses computer vision, sensor fusion, and LLMs to translate plant signals into human language, making smart gardening a reality.

Light-Skills is an MIT-licensed open-source research AI with 28 interconnected Skills, 9 knowledge bases, 317 knowledge cards, and 49 scripts covering the full research workflow — with a hard rule against fabricating citations or data.

Deep dive into Google's latest paper tracing TPU v2 to Ironwood: 36x chip scaling, 30x energy efficiency gains, 3D Torus interconnects, liquid cooling, and resilience design.

Learn how to connect your local Zotero library to Claude and Codex via Zotero MCP for AI-assisted academic writing with real citations, PDF-to-Markdown optimization, and ARS command workflows.