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The Boundary Between Covert Operations…
Exploring the ethical boundaries of technology in modern intelligence operations, analyzing the attribution problem, the rise of OSINT, and dual-use tech responsibilities.

Microsoft security EVP Hayete Gallot warns AI-driven cyberattacks now operate at machine speed. Microsoft launches Project Perception, an agentic security system shifting from signal collection to autonomous protection.

Dojo introduces the builder lifecycle agent concept, using AI agent Doji to unify learning, earning, hackathons, and startups on one platform with a portable Dojo Score reputation system.

How can engineers avoid skill atrophy from over-relying on AI coding tools? This article provides an actionable growth path covering system design, debugging, and code review to build core competitiveness.

Aarambha combines Duolingo's gamified microlearning with Spotify's personalized recommendations to create a learn-then-invest financial education app that lowers the barrier to entry for new investors.

Exploring the viral Hacker News analogy between AI programming and cooking steak: why developer judgment and experience are the critical "heat" that determines AI coding output quality.

Cursor users complain about auto model selection forcing Grok over their preferred Composer 2.5. Analysis of AI coding tool design flaws and user retention impact.

Does school background really matter for entering machine learning? This article analyzes the real impact of credentials and provides more effective strategies for building competitiveness.

How can master's students conduct literature reviews from scratch? Using concept drift research as an example, this guide covers topic narrowing, systematic search, taxonomy construction, and gap identification.

An in-depth analysis of AI programming tools' real value and limitations: from boilerplate acceleration to hallucination issues, from efficiency illusions to complex system failures—a sober assessment from a frontline developer's perspective.

How can a senior CS student pivot to ML in 4-5 months? A practical sprint guide covering learning priorities, high-quality projects, Kaggle strategy, and interview prep for fresh graduates.

A CS student went from Python basics to model deployment in 3-4 months, building an AI portfolio through three real projects. This article breaks down the learning path, project value, and resume optimization strategies.

The 10x AI programming productivity myth debunked. Learn why 2x is the realistic gain from LLM-assisted coding, why generation outpaces verification, and practical tips for developers and teams.

Guide to running Claude Code via Ollama locally: troubleshooting API errors, output token limits, model freezes, with model selection, parameter tuning, and alternative tool recommendations.

As AI hype sweeps the globe, have our expectations far exceeded reality? This article examines the demo-vs-production gap, self-reinforcing capital narratives, and cognitive biases to provide a sober framework for judging AI's true utility.

Chinese users can subscribe to ChatGPT Plus via Alipay without foreign credit cards. Complete guide covering the process, steps, precautions, and account security tips.

A detailed comparison of OpenAI Codex and Claude Code with hands-on testing. From AI agent concepts to account setup, helping developers quickly master AI coding agents.

The DeTech Engineering Agent (DTAC) auto-generates Siemens TIA Portal PLC programs via conversational interaction. This article breaks down its workflow, a hands-on V90 servo control case, and the value and limits of AI industrial programming.