DeepSeek: Unraveling the AGI Black Box

DeepSeek: Unraveling the AGI Black Box

As tech giants erect parameter monuments in the desert of computing power, a squad of engineers adorned with dynamic routing badges is cutting open the metal abdomen of large models with algorithm welding guns. The latest leaked battle map from the DeepSeek laboratory shows that their open-source model is rewriting the underlying game theory of … Read more

How to Engage and Learn AGI: Learning Paths and Strategies

How to Engage and Learn AGI: Learning Paths and Strategies

Regardless of the chosen path, continuous learning, practice, and interdisciplinary collaboration are key. The development of AGI requires knowledge and skills from multiple areas, maintaining curiosity and an open mindset, and actively participating in technology communities and industry events. Engaging in and learning about AGI (Artificial General Intelligence) is a long-term and complex process that … Read more

The Dawn of AGI: How AI Will Reshape the Future

The Dawn of AGI: How AI Will Reshape the Future

The Dawn of AGI: How AI Will Reshape the Future Imagine a future where, upon waking up in the morning, your AI assistant has already planned the best travel route based on your schedule and real-time traffic conditions; at work, AI collaboration tools help you efficiently handle complex tasks, allowing you to focus on more … Read more

Will OpenAI O3 Hit a Wall on the AGI Path?

Will OpenAI O3 Hit a Wall on the AGI Path?

Click Follow us by clicking the blue text above Cover image: Unlike the extension law during the pre-training phase, the performance test data for O3 shows the plasticity of model inference behavior in the post-training phase. “ 𝕀²·ℙarad𝕚g𝕞 Intelligent Square Paradigm Research: Writing Deconstructive Intelligence。 O3 is OpenAI’s L2 stage AGI product, the LLM inference … Read more

The Role of Neuroscience in AGI Development

The Role of Neuroscience in AGI Development

Background:Artificial General Intelligence (AGI) refers to a system capable of human-like reasoning, learning, and decision-making across various tasks that humans can handle, and has become a focal point of scientific research. While computer science and engineering are at the forefront of AGI development, neuroscience also plays a crucial role in its foundational construction. By studying … Read more

Achieving AGI: The Limitations of Large Language Models

Achieving AGI: The Limitations of Large Language Models

We know that one of the ultimate goals of AI development is to achieve AGI (Artificial General Intelligence), which is general artificial intelligence, meaning that machines can autonomously perform all human tasks. Currently, the applications of large language models have achieved some astonishing results. However, these models still have certain limitations, such as the phenomenon … Read more

How to Persistently Store LlamaIndex Vector Indexes

How to Persistently Store LlamaIndex Vector Indexes

What is the hottest topic in the era of large models? In addition to ChatGPT, tools like LangChain and LlamaIndex, designed for building large model applications, have also been gaining significant attention. To help everyone get started easily, we launched the 【Decoding LangChain】 tutorial series, and now we present the 【Unveiling LlamaIndex】 series, which you … Read more

The Rise of Agentic AI: CUA Model and Stargate Project

The Rise of Agentic AI: CUA Model and Stargate Project

Yesterday, OpenAI released what I believe is the most exciting product since ChatGPT – ChatGPT Operator. Since getting access to my account last night, I have been testing various tasks and quickly documenting some thoughts on this product in this article: Operator and CUA Model – The Dawn of Agentic AI EraIn the previous public … Read more

HuggingGPT: From Multimodal to AGI

HuggingGPT: From Multimodal to AGI

GPT Source: Machine Heart ChatGPT has become the manager of hundreds of models. In recent months, the successive popularity of ChatGPT and GPT-4 has showcased the extraordinary capabilities of large language models (LLMs) in language understanding, generation, interaction, and reasoning, attracting significant attention from both academia and industry, and revealing the potential of LLMs in … Read more

The Need for New Evolution in Enterprise Security in the Age of AGI

The Need for New Evolution in Enterprise Security in the Age of AGI

The internal factors determine the external factors, but “evolution” is about refining the external processes into one’s own immune system. 01 “Evolution” Is Inevitable Not developing is the greatest insecurity. Bill Gates once said, “If you missed the internet today, you didn’t just miss an opportunity, you missed an entire era.” The first industrial revolution … Read more