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Latest Breakthroughs of Mixture of Experts (MoE) in Large Language Models
Sunday, June 14, 2026 in Blog
Background In 2023, when GPT-4 astonished the industry with its massive 1.8 trillion parameters, a critical question emerged: how can larger models be trained under a limited compute budget? The answer lies behind the success of models like Mixtral …
The Rise of Multimodal Agents: From Vision-Language Models to Autonomous GUI Operation
Sunday, June 14, 2026 in Blog
From Pixels to Action: How Multimodal Agents Reshape GUI Automation Background At the end of 2023, when GPT-4V first demonstrated the ability to understand screenshots, the entire AI community realized that large language models were no longer …
OpenAI o1 Reasoning Model Breakthrough: Deep Integration of Chain-of-Thought and Verifiable Rewards
Sunday, June 14, 2026 in Blog
Background In the evolution of large language models (LLMs), we have witnessed a progression from simple text generation to complex task handling. While traditional GPT-series models can produce fluent text, they often exhibit issues of appearing …
The Fusion Generation Paradigm of Diffusion Models and Autoregressive Models
Saturday, June 13, 2026 in Blog
From Discrete to Continuous: Deep Analysis of the Fusion Generation Paradigm Combining Diffusion Models and Autoregressive Models 1. Background In the evolution of generative AI, two mainstream paradigms have long dominated: autoregressive models and …
Real-time Fusion of Multimodal Reasoning and Vision-Language Models
Friday, June 12, 2026 in Blog
Background With the rapid advancement of deep learning technology, the field of artificial intelligence is undergoing a major transformation from single-modality processing to multimodal fusion. Traditional AI systems often focus on a single data …
Breakthroughs in Real-Time Video Understanding with Multimodal AI Large Models
Friday, June 12, 2026 in Blog
From Static to Streaming: Technical Breakthroughs in Multimodal Large Model Real-Time Video Understanding and Go Engineering Practice 1. Background 1.1 From Single-Frame Understanding to Streaming Cognition Before 2023, the mainstream paradigm in …
Anthropic Mythos: AI-Driven Zero-Day Automated Exploitation — The Dawn of a New Cyberwar Era
Friday, June 12, 2026 in Blog
Abstract: In June 2026, Anthropic’s red team published a study that sent shockwaves through the cybersecurity community. Their Mythos Preview model can automatically transform publicly disclosed software patches into functional exploit code …
OpenAI's Combo Breaker: GPT-5.6 Imminent Release, ChatGPT Redesign, IPO Chess Game, and the RSI Gambit
Friday, June 12, 2026 in Blog
June 11-12, 2026 — OpenAI lands a dense combination punch: Next-gen flagship GPT-5.6 (codename kindle-alpha) confirmed for a June release, the ChatGPT model picker completely rearchitected as an “Intelligence tier” system, a confidential …
AI Agent Autonomous Tool Calling and Workflow Orchestration
Thursday, June 11, 2026 in Blog
Background: When AI Goes Beyond Chatbots In 2024, OpenAI’s release of GPT-4o function calling capabilities and Anthropic’s Computer Use API marked a new era for AI agents. Previously, we were accustomed to AI models handling single-turn …
Multimodal Large Language Model (MLLM) Inference Efficiency Optimization
Thursday, June 11, 2026 in Blog
Background In 2024, the development of Multimodal Large Language Models (MLLMs) has entered a new phase. Models such as GPT-4o and Gemini 1.5 can not only understand text but also simultaneously process multiple modalities including images, audio, …