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·3 min
Maccess: The Ultimate iPhone-to-Mac Remote Control Tool with Trackpad, Screen Mirroring & AI Assistant All-in-One
Maccess turns your iPhone into a complete Mac remote terminal with wireless trackpad, keyboard, screen mirroring, file management, and AI assistant. Control your Mac from anywhere.
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·4 min
Introduction to Large Language Models: Your First Lesson from Principles to Security Practice
A foundational LLM course for security professionals covering Token probability prediction, hallucination causes, and China's open-source models to build cognitive foundations for AI-powered attack-and-defense exercises.
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·3 min
What is Claude Code? Comparison with Cursor/TRAE and Installation Guide
In-depth analysis of Claude Code's core advantages, comparison with Cursor, TRAE, and Copilot, plus a complete installation guide. Learn why Claude Code is the best AI coding assistant.
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·2 min
DeepSeek Open-Sources Harness Framework: AI Competition Shifts from Models to Agents and Infrastructure
DeepSeek open-sources Harness framework, gaining 50K GitHub stars in 12 hours; Claude tackles Riemann Hypothesis; OpenAI's wafer-scale chip boosts inference 14x. AI competition shifts to agents and infrastructure.
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·2 min
AI Boosts Homework Scores by 18% but Tanks Exam Performance by 20%: The Cost of False Efficiency
Research shows students using AI score 18% higher on homework but 20% lower on closed-book exams. This article analyzes how AI creates a 'grade illusion' and erodes real learning ability.
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·2 min
How Google's Homomorphic Encryption Is Taking Privacy AI from Theory to Practice
Google is making homomorphic encryption practical, enabling AI inference on encrypted data without exposing user information. Explore the principles, engineering breakthroughs, and industry applications.
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·3 min
Even Nvidia Is in the Game: The AI Open-Source Race Enters the Full-Stack Era
Nvidia transforms from AI chip supplier to full-stack player, actively joining open-source model competitions. Deep analysis of ecosystem lock-in strategy, intensifying competition, and implications for the AI landscape.
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·3 min
Agent Office: A Deep Dive into the Slack-like Collaboration Platform for AI Agents
Deep analysis of Agent Office, a Slack-like collaboration platform for AI agents, covering multi-agent communication protocols, state management, cost control, and industry trends.
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·2 min
Wizstar: An AI Tool That Makes Digital Avatars Perform Like Professional Actors
Wizstar is an AI digital avatar tool with natural gestures, object interaction, and complex-scene lip sync, enabling creators and brands to produce multilingual video content at scale.
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·4 min
Hands-On with Claude Opus 5: The New AI Flagship That Crushes Competitors on Cost-Efficiency
A $400 hands-on test of Anthropic's flagship Claude Opus 5: from 3D game generation to physics simulations, benchmarked for cost-efficiency. Not the strongest, but the best value with 30% lower costs.
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·4 min
Qwen3 27B + DeepSeek Harness Real-World Testing: Local Open-Source Agent Performance Evaluation
Real-world testing of Qwen3 27B with DeepSeek Harness agent framework: deployment setup, visual understanding, reasoning intensity comparison, and token consumption data across multimodal tasks.
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·3 min
Chert: Build FaceTime Video AI Agents in Just a Few Lines of Code
Chert is a developer platform for video AI agents, dubbed "Vapi for FaceTime." Build AI agents that answer FaceTime video calls in just a few lines of code for remote support, field service, and telehealth.
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·2 min
ShouldBuild: Validate Product Ideas with Real User Complaints Before Wasting Months of Development
ShouldBuild scrapes real user complaints from app stores, Reddit, Hacker News, and more to help founders validate product ideas before writing any code.
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·3 min
Getting Started with Codex and Claude Code: A Beginner's Guide to AI Coding Agents
A detailed guide to Codex and Claude Code AI coding agents: core differences, target users, and beginner learning paths. From concepts to environment setup for zero-experience users.
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·3 min
Stripe Acquires OpenRouter: The Business Logic Behind Paying $7 Billion for an AI Model Gateway
Stripe acquires AI model aggregation platform OpenRouter for over $7B, targeting payment and routing data behind model calls. Analysis of the deal's strategy, Anthropic's revenue surge, and post-Transformer architectures.
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·3 min
MeetStream AI: Unified API Building Infrastructure for Meeting AI Agents
MeetStream AI offers a unified API for Zoom, Google Meet & Microsoft Teams with built-in voice infrastructure enabling AI Agents to join meetings in real time.
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·3 min
The Soviet Economic Optimization Experiment: Could Computers Replace Market Mechanisms?
Revisiting the USSR's experiment using linear programming and computer networks to optimize its national economy—from Kantorovich's shadow prices to the OGAS project—and its lessons for AI governance.
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·2 min
Shape: A Deep Dive into the Agentic IDE That Unifies Design and Code
Shape is an agentic IDE for designers and programmers, unifying design, coding, Git, and AI chat in one desktop app. A deep dive into its features, positioning, and challenges.
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·3 min
bitdrift.ai: Agent-Driven Mobile Observability Platform with 10x MTTR Improvement
bitdrift.ai is the world's first agentic mobile observability platform. AI Agents query full-fidelity data in real time, breaking release dependencies. Early users report 10x MTTR improvement.
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·3 min
NVIDIA Reveals SpaceX Holdings as Sixth-Largest Shareholder, Codex Unlocks Million-Token Context Window
NVIDIA reveals ~122.8M SpaceX shares as 6th-largest shareholder, Stripe acquires OpenRouter for $7B+, OpenAI Codex unlocks 1M context window, Meituan's Agent platform covers 90K employees.
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