#foundation model
57 related articles
Tech Frontiers·2 min
OpenAI Codex Now Fully Supports Windows Development Workflows: A Deep Dive into Computer Use Capabilities
OpenAI Codex adds Windows Computer Use capabilities, enabling direct testing, debugging, and code review in Windows environments. ChatGPT mobile also supports remote Windows machine connections.
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Tech Frontiers·2 min
LFM2.5-8B-A1B: A MoE Model with 1.5B Active Parameters Delivering 4x Its Weight Class Performance
Liquid AI releases LFM2.5-8B-A1B, a MoE model with 8B total params but only 1.5B active, matching 6B-class models in tool calling. Supports 128K context, local deployment, multilingual, with SGLang Day-0 support.
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Tech Frontiers·2 min
Anthropic Closes $65 Billion Series H, Valuation Approaches $1 Trillion
Anthropic closes a $65B Series H round at a $965B valuation, co-led by Sequoia and others. Funds target frontier AI research and Claude compute scaling, setting a new tech private funding record.
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Product Reviews
Cursor 2.0 In-Depth Review: Five Major…
·3 min
Cursor 2.0 In-Depth Review: Five Major New Features Including Custom Model, Multi-Agent Parallelism, and More
In-depth analysis of Cursor 2.0's five core updates: custom Composer model speed tests, Git Worktrees multi-agent parallel development, built-in browser, and a three-model comparison of Claude, GPT-5, and Composer.
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Research·2 min
Meta Muse Spark Technical Deep Dive: How Three-Dimensional Scaling Achieves 10x Compute Reduction
Meta reveals Muse Spark technical details: three-dimensional scaling across pre-training, RL, and test-time inference achieves over 10x compute reduction versus Llama 4 Maverick.
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Product Reviews
Kiro vs Cursor Hands-On: Can Amazon's …
·2 min
Kiro vs Cursor Hands-On: Can Amazon's AI Coding Tool Hold Its Own?
Hands-on comparison of Amazon's Kiro vs Cursor on the same coding task, analyzing UI quality, feature completeness, and code quality to reveal the real gap.
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Tutorials
PyCharm AI Assistant Deep Dive: Local …
·2 min
PyCharm AI Assistant Deep Dive: Local Completion, Edit Mode & Practical Tips
Explore PyCharm AI Assistant's new features: free local AI completion, cloud-powered generation, Chat & Edit modes, and context management tips for Python developers.
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Industry Insights
Microsoft Bans Claude Code: The Triple…
·2 min
Microsoft Bans Claude Code: The Triple Crisis of Cost Black Holes, Product Inferiority, and Ecosystem Loss
Microsoft bans Claude Code internally, forcing engineers to GitHub Copilot CLI. Analysis of the cost crisis, product gap, and AI ecosystem control battle reshaping the industry.
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Tech Frontiers·3 min
GPT-5.3 Codenamed "Garlic" Coming Soon, Claude Cowork Launches Targeting Non-Developers
OpenAI's GPT-5.3 codenamed Garlic is coming soon, Anthropic launches Claude Cowork for non-developers, plus breakthroughs in Baichuan M3 medical and SiNong agricultural AI models.
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Tech Frontiers·2 min
Gemini Omni Video Style Transfer: Change Video Visual Styles with Natural Language
Deep dive into Google Gemini Omni's video style transfer: transform videos into watercolor, cyberpunk, or Ghibli styles using natural language. Explore its technology, workflow, and competitive landscape.
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Industry Insights·2 min
The Manus Acquisition Blocked: Where Are the Legal Red Lines for AI Technology Flight?
Analysis of how China's NDRC blocked Meta's $2B Manus acquisition, revealing legal red lines around AI technology export controls and data compliance.
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Tutorials·3 min
Complete Breakdown of Andrew Ng's Agent Course: A Practical Guide to the Five Core Modules of AI Agent Development
Deep dive into Andrew Ng's viral AI Agent course covering five core modules: Reflection, Planning, Tool Use, Multi-Agent Collaboration, and Memory, with practical learning paths for LLM agent development.
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Tech Frontiers·2 min
Kimi K2.5 Fully Open-Sourced: Deep Dive into 1T Parameter MoE Architecture + Agent Cluster Capabilities
Deep dive into Moonshot AI's fully open-sourced Kimi K2.5: 1T parameter MoE architecture, Vision-to-Code capabilities, and 100-Agent parallel cluster system topping open-source benchmarks.
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Industry Insights·3 min
How Anthropic and OpenAI Found Product-Market Fit Through Coding Agents
Anthropic 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.
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Industry Insights
5 AI Startup Ideas Deep Dive: Develope…
·1 min
5 AI Startup Ideas Deep Dive: Developer Career Pivot, EV Residual Value, Privacy SaaS
Deep analysis of 5 AI micro-startup directions for 2026: developer career pivot tools, EV residual value calculators, SaaS privacy compliance, skill matching, and founder mental health platforms.
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Expert Opinions
The Easier AI Coding Gets, the More Yo…
·2 min
The Easier AI Coding Gets, the More You Need to Resist the Urge to Start Building: Validate Before You Develop
AI coding tools have drastically lowered development barriers, but building it doesn't mean it's worth building. Learn three key validation questions to answer before opening your code editor.
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Tutorials
Hermes Agent Practical Guide: From Ins…
·2 min
Hermes Agent Practical Guide: From Installation to Feishu Integration
Guide to Hermes Agent's architecture, installation, Skill extensions, Feishu integration, news bots, Python SDK integration, and automated workflows.
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