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Cloud hardware startup Oxide Computer raises $445M to redefine server architecture with open-source firmware and integrated rack-scale design for on-premises cloud experiences.

How to run a fully local AI voice agent on a $50 Arduino Uno Q board, covering speech recognition, intent understanding, and TTS implementation for edge AI applications.

Maple-Preview achieves 120 tok/s inference of a 20B ternary MoE model on iPhone. We analyze ternary quantization, MoE sparse activation, and on-device inference challenges.

Deep dive into how the Hadamard Transform replaces matrix multiplication with only addition and subtraction for lightweight deep learning, covering FWHT principles, edge inference acceleration, and ultra-low-bit LLM quantization.

Apple accuses former employees of taking trade secrets to OpenAI, spotlighting the escalating AI talent war and intellectual property challenges in the tech industry.

Deep dive into the 5-layer AI tech stack: Energy, Chips, Infrastructure, Models, and Applications. Understand the key players, competitive landscape, and value distribution logic across the AI industry chain.

Cursor's Unlimited Auto plan is ending. Learn how developers consuming 300M+ tokens/month can control AI coding costs with optimized workflows and hybrid tool strategies.

Zen Whisper is a fully local Mac voice input tool powered by the Whisper model for offline speech-to-text. Audio never leaves your device. Supports dictation anywhere, voice memos, and media transcription.

Deep analysis of Nightcrawler, an AI penetration testing agent running entirely on smartphones. Exploring how on-device AI empowers cybersecurity testing, its architecture, use cases, and risks.

Snapdown is a local AI tool for Mac that converts screenshots to structured Markdown with one click, preserving headings, tables, and lists. Runs on Apple Silicon with no cloud dependency.

Hand Wave uses Meta smart glasses' camera and open-source AI neural networks to translate sign language into text and speech in real time, supporting iOS and Web platforms.

Deep analysis of RosaicLabs, Intel Atom core RTL licensing, and 32-Tile AMX expansion — exploring x86 architecture's open licensing and customization transformation in the AI era.

Microsoft announces Xbox price hikes up to 43%. Analysis of supply chain pressures, tariff impacts, and Microsoft's strategic shift from hardware sales to Game Pass subscriptions and cloud gaming.

From 1637 Dutch Tulip Mania to today's AI investment boom: analyzing shared traits of tech bubbles, key differences, and a rational framework for investors.

Amazon reportedly invests $50B in OpenAI, breaking Microsoft's exclusive lock-in. Deep analysis of this deal's impact on AWS cloud competition, the AI compute arms race, and multi-cloud trends.

AI-assisted data analysis costs drop 10x: the technical logic and industry impact. From Text-to-SQL to compute cost declines, analyzing democratization trends, analyst role shifts, and deployment risks.

Redis creator antirez open-sources ds4, a pure C local inference engine for DeepSeek 4 Flash and PRO with native Metal, CUDA, and ROCm support, earning nearly 20K GitHub stars.

Exploring how storage-class memory technology can break through GPU memory bottlenecks, expanding single-card usable memory to multi-terabyte levels through tiered memory architecture.

In-depth analysis of MiniMax H3 local video generation capabilities, exploring hardware requirements, advantages, challenges, and the trend of AI video moving from cloud to local deployment.

Tomte is a free local AI framework optimized for Apple Silicon to run Gemma models. Learn about its features, performance advantages, and how it compares to ChatGPT for private, fast local AI deployment.