#confidential computing
38 related articles
·7 min
Ollama + Hermes Local AI Deployment: Building a 100% Private Personal AI Operating System
Build a fully private local AI system with Ollama + Hermes: zero cost, no rate limits, data stays local. Learn deployment steps, model selection tips, and private/cloud hybrid workflows.
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·4 min
From Claude Code to Claude Tag: How AI Programming Tools Break Out of Engineering Teams
Anthropic's Boris Cherny and Cat Wu discuss how Claude Code expanded from engineering teams company-wide, the Claude Tag platform strategy, and the launch of Claude Fable 5.
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·5 min
AI Investment Sector in Consecutive Crash: Zuckerberg's Remarks Trigger Chain Reaction
Meta's Zuckerberg says AI progress is slower than expected; combined with compute sale news, the SOX fell nearly 12% over two days. JP Morgan warns on chip demand.
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Meta's Next-Gen Model Claims to Match …
·4 min
Meta's Next-Gen Model Claims to Match OpenAI's Flagship — Can Open Source Disrupt the AI Landscape?
Meta's Chief AI Scientist claims its next-gen LLM matches OpenAI's flagship. We break down the strategic intent, open vs. closed source dynamics, and what this means for the AI industry.
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·6 min
Post-Quantum Cryptography in Python: A Deep Dive into the ML-KEM Key Encapsulation Mechanism
NIST has officially standardized the ML-KEM (CRYSTALS-Kyber) post-quantum algorithm. This article covers ML-KEM principles, Python ecosystem implementation, hybrid deployment strategies, and critical challenges like constant-time execution and memory safety.
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·6 min
OpenAI CFO Deep Dive: IPO Stance, Compute Shortage, and Jony Ive's New Hardware Revealed
OpenAI CFO Sarah Fryer discusses the $122B fundraise, IPO timeline, Anthropic rivalry, compute shortage crisis, and the mysterious Jony Ive hardware collaboration on the All-In Podcast.
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·2 min
A Guide to Free Access to Mainstream AI Models in China: Options and Pitfalls
A guide to free access to mainstream AI models like GPT, Gemini, DeepSeek, and Kimi in China, covering aggregator site risks and recommended legitimate alternatives.
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·3 min
AI Engineering in Practice: From Vibe Coding to Enterprise-Grade Development
Explore three AI programming modes — Vibe Coding, Plan Mode, and AI Engineering — with practical comparisons of Claude Code, Codex, and domestic LLMs, plus SDD-driven enterprise development workflows.
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·3 min
AI Large Model Learning Roadmap Breakdown: Three Stages from Application Development to Model Fine-Tuning
Deep breakdown of a popular AI large model learning roadmap covering LangChain, RAG, Agent, and LoRA fine-tuning across three stages, with analysis of its strengths and limitations for career changers.
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·2 min
June 2 AI Industry Roundup: NVIDIA's 550B Model, xAI's Coding Model, and More Major Releases
June 2, 2025 AI roundup: NVIDIA's 550B Nimitron 3 Ultra, xAI Composer 2.5, Anthropic & ZhiPu IPOs, OpenAI's agentic OS prototype, and key advances in agents, compute infrastructure, and open source.
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·3 min
CODESYS MCP Tools Explained: Configuration and Practice for AI-Driven PLC Programming
Detailed guide on CODESYS MCP Server architecture, 19 tool capabilities, IDE and AI client configuration, with traffic light and motion control program generation demos.
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·5 min
CherryStudio + MCP: Tutorial for Building Automated AI Agents and Local Knowledge Bases
Complete guide to building automated AI agents with Cherry Studio and MCP protocol, covering environment setup, MCP Server configuration, web scraping, Shell execution, and Ollama local knowledge base deployment.
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Tech Frontiers·2 min
Apple Design Award 2026 Revealed: An In-Depth Look at All 12 Winning Apps
The 2026 Apple Design Awards were announced during WWDC, honoring 12 winning apps across gaming, utilities, and sports. We analyze design trends, judging criteria, and developer insights.
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Industry Insights·3 min
Deep Dive into LangChain's Full-Lifecycle Toolchain for Agent Development
LangChain unveils a full-lifecycle toolchain for Agent development at Interrupt, covering Deep Agents 0.6, SmithDB, Context Hub, LLM Gateway, and LangSmith Engine.
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Deep Dives·4 min
Codex Is More Than Code: A Complete Analysis of How OpenAI's Agent Is Reshaping Knowledge Work
OpenAI Codex has evolved from a coding tool into a general-purpose AI agent covering project management, information synthesis, and personal automation. Deep dive into real usage, /goal mode, enterprise security, and tips.
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Product Reviews·3 min
The Complete Guide to AnythingLLM: A Privacy-First AI Assistant for Local Deployment
Deep dive into AnythingLLM: a privacy-first, zero-config open-source local AI tool. Supports RAG, multi-model switching, and document chat. Nearly 60K GitHub Stars, ideal for enterprise and personal local deployment.
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Product Reviews·3 min
The Complete Guide to AnythingLLM: A Privacy-First AI Tool with 60K Stars on GitHub
In-depth guide to AnythingLLM, a privacy-first open-source AI tool covering local deployment, RAG document chat, multi-model support, and more for building a secure private AI workbench.
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Product Reviews·4 min
Unsloth: The Efficient Tool for Local Open-Source LLM Training — The Secret Behind 60K+ GitHub Stars
In-depth analysis of Unsloth, a 60K+ star open-source LLM training tool supporting Gemma 4, Qwen3, DeepSeek local fine-tuning with LoRA/QLoRA to dramatically reduce VRAM requirements.
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