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Moonshot AI Transformer Foundation Rebuild Deep Dive: MoonShadow Optimizer, KDA Linear Attention, and Attention Residuals Reshape LLM Training
Thursday, July 30, 2026 in Blog
Introduction In late July 2026, Moonshot AI founder Yang Zhilin delivered a talk at GTC2026 that reverberated through the AI engineering community. The core message was deceptively simple: to make open-source models match closed-source ones, scaling …
NVIDIA AdamW Optimizer Scaling Ceiling Deep Dive: How Muon/SOAP Become the New Foundation for Trillion-Parameter Training
Wednesday, July 29, 2026 in Blog
1. Introduction: The “Scaling Ceiling” of AI Training Optimizers On July 28, 2026, NVIDIA disclosed research findings that could reshape large model training: when batch size scales to 100 million tokens, the dominant AdamW …
NVIDIA 50B Investment in SSI Deep Dive: Vera Rubin Platform, AI Financing Circularization and Safe Superintelligence Architecture
Wednesday, July 29, 2026 in Blog
1. Introduction: The Technical Logic Behind the Largest AI Financing Deal On July 28, 2026, NVIDIA announced a ~$5 billion investment in Ilya Sutskever’s Safe Superintelligence (SSI)—the largest single equity investment in the current AI boom. …
MCP Protocol 2026-07-28 Stateless Architecture Upgrade Deep Dive: Anthropic Model Context Protocol's Biggest Architectural Revision
Wednesday, July 29, 2026 in Blog
1. Introduction: A Historic Turning Point for MCP On July 28, 2026, Anthropic’s Model Context Protocol (MCP) released the 2026-07-28 specification—the largest architectural revision since the protocol’s inception. The core change …
NVIDIA Open Secure AI Alliance Deep Dive: AI Safety Evaluation, Red Teaming, and Open-Source Defense Architecture
Tuesday, July 28, 2026 in Blog
NVIDIA Open Secure AI Alliance Deep Dive: AI Safety Evaluation, Red Teaming, and Open-Source Defense Architecture 1. Introduction: A New Era of AI Safety In July 2026, NVIDIA, together with multiple industry leaders, officially founded the Open …
Kimi K3 2.8T Open-Source Model Deep Dive: Mixed Attention KDA/Gated MLA, 896-Expert MoE, and AgentENV Sandbox Training
Tuesday, July 28, 2026 in Blog
Kimi K3 2.8T Open-Source Model Deep Dive: Mixed Attention KDA/Gated MLA, 896-Expert MoE, and AgentENV Sandbox Training 1. Introduction: A Historic Milestone for Open-Source AI On July 27, 2026, Moonshot AI officially open-sourced Kimi K3—the …
Google AI Overviews 43% Coverage Deep Dive: AI Search RAG Architecture, GEO Generative Engine Optimization, and the Search Paradigm Revolution
Tuesday, July 28, 2026 in Blog
Google AI Overviews 43% Coverage Deep Dive: AI Search RAG Architecture, GEO Generative Engine Optimization, and the Search Paradigm Revolution 1. Introduction: AI Search Is Becoming the Default In July 2026, Similarweb released data showing that …
China 33 Trillion Weekly Token Inference Deep Dive: Infrastructure, Model Distillation, and Global AI Competition
Tuesday, July 28, 2026 in Blog
China 33 Trillion Weekly Token Inference Deep Dive: Infrastructure, Model Distillation, and Global AI Competition 1. Introduction: Quantity is Transforming On July 28, 2026, according to the latest OpenRouter data, global AI model inference reached …
OpenAI Next-Gen Model White House Demo: Deep Technical Analysis of 80-Year Math Breakthrough and Autonomous Hacking Incident
Monday, July 27, 2026 in Blog
OpenAI Next-Gen Model White House Demo: Deep Technical Analysis of 80-Year Math Breakthrough and Autonomous Hacking Incident Introduction On July 27, 2026, OpenAI CEO Sam Altman heads to the White House to demonstrate the company’s most …
Gemini 3.6 Flash Cost Revolution: 71% Agent Cost Reduction and the Gemini 3.5 Flash Cyber Security Model
Monday, July 27, 2026 in Blog
Gemini 3.6 Flash Cost Revolution: 71% Agent Cost Reduction and the Gemini 3.5 Flash Cyber Security Model Introduction On July 21, 2026, Google quietly released Gemini 3.6 Flash—no launch event, no blog post, just a model appearing in AI Studio. But a …