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Product ReviewsA deep cost comparison between AI coding appliances and cloud LLM APIs. A 20-person team spending ¥480K/year on tokens can deploy 4 local OnePanel units at ¥99K each, breaking even in 2.5 months.
TutorialsBuild a local AI workstation with a P106 mining GPU for under $10. Run Live Portrait and other AI models locally with full privacy, zero marginal cost, and incredible value.
TutorialsA systematic breakdown of seven core LLM learning modules covering environment setup, Prompt Engineering, RAG, Agents, dev frameworks, fine-tuning, and hands-on projects for developers.
TutorialsA detailed PyTorch beginner guide covering tensor operations, dynamic computational graphs, GPU acceleration, and building your first neural network with nn.Module, with learning path recommendations and code examples.
TutorialsComplete guide to deploying open-source LLMs locally with Ollama. Covers installation, model selection, VRAM requirements, and performance comparison of Llama 3 and Qwen models. Free, offline-capable AI.
Industry InsightsAnthropic nears its first profitable quarter as OpenAI enterprise revenue surges. Coding agents drive PMF, enterprises shift to API billing, and AI transitions from burning cash to product-driven profitability.
Tech FrontiersA comprehensive breakdown of Gemini updates at Google I/O 2025: next-gen model upgrades, multimodal interaction, AI Agent capabilities, and competitive analysis against ChatGPT and Copilot.
Tech FrontiersAnthropic announces a massive compute expansion with "More chips, more Claude." This article analyzes the impact on user experience, service capacity, response speed, and next-gen models.
Product ReviewsIn-depth review of Dina, a macOS all-in-one video tool combining screen recording, AI subtitles, noise reduction, and transcript-driven editing in minutes.
Product ReviewsDamnLines.com uses hardware sensors and cameras to monitor NYC restaurant queues in real time, helping diners check wait times before leaving home.
Industry InsightsNintendo announces Switch 2 global price hike to $499.99 starting September 2025, an ~11% increase. Analysis of tariffs, exchange rates, and consumer strategies.
Industry InsightsFrom Switch 2's sparse lineup to vanishing Xbox exclusives, the console industry faces structural challenges. Analysis of hardware cycles, multi-platform competition, and service-based transformation.
Industry InsightsSpaceX plans to invest $55 billion in Austin, Texas to build an AI chip factory called Terafab — a key step in Elon Musk's vertical AI integration empire and one of the largest U.S. chip investments ever.
Industry InsightsAnthropic leases xAI's Colossus 1 data center, sparking environmental concerns, supply chain risks, and industry debate. Musk's "reclaim compute if it harms humanity" clause highlights AI's compute crisis.
Product ReviewsAn IT veteran shares Claude Code real-world cases including S&P 500 analysis tools and Bitcoin backtesting platforms, showing how AI programming compresses weeks of work into minutes for just $100/month.
Industry InsightsAn in-depth analysis of C++ + AI full-stack training programs covering CUDA, YOLO, RAG, and interest-aligned employment guarantees for C++ developers transitioning to AI roles.
Expert OpinionsAn in-depth analysis of why AI cannot replace hardware engineers in the near term—from physical debugging and troubleshooting to integrated decision-making capabilities.
Industry InsightsJapan's largest AI model Rakuten AI is fine-tuned from China's DeepSeek, revealing Japan's structural challenges in LLMs and shattering the "China doesn't innovate" narrative in global AI competition.
Tech FrontiersFull breakdown of Google I/O 2026: Google's AI democratization strategy, Gemini model upgrades, AI Agent advances, and developer tool innovations analyzed.
Tech FrontiersGoogle I/O 2026 unveiled 100+ updates including Gemini Omni omnimodal AI, Google Antigravity, and Universal Cart, showcasing Google's full AI strategy and developer ecosystem.