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- OpenAI's Honest AI Alignment: RL Shapes a 'Beneficial Persona' to Systematically Solve Hallucination
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DeepMind's "From AGI to ASI" Roadmap Deep Dive: Four Pathways, Six Bottlenecks, and One Truth
Monday, June 15, 2026 in Blog
On June 10, 2026, Google DeepMind released a landmark 57-page report titled “From AGI to ASI,” led by co-founder Shane Legg and AIXI theory creator Marcus Hutter, with a 14-person elite research team. This is not science fiction—this is …
Efficient Distillation and Edge Deployment Methods for Small Language Models
Sunday, June 14, 2026 in Blog
Efficient Distillation and Edge Deployment of Small Language Models Background With the rapid advancement of deep learning, large language models (LLMs) have achieved remarkable success in natural language processing. However, these models typically …
Breakthrough in Real-Time Video Understanding with Multimodal Reasoning Models
Sunday, June 14, 2026 in Blog
Background Real-time video understanding has long been one of the most challenging topics in artificial intelligence. Traditional computer vision systems primarily adopt frame-level analysis, processing each frame in a video stream independently …
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 …