Healthcare AI

DeepSeek-R1 Empowers AI Innovation in Basic Healthcare

DeepSeek-R1 overcomes computational power limitations, fostering AI application innovation in basic healthcare.

Technology

Tesla Backlash

The WIRED team discusses the Tesla backlash. Lauren Goode expresses excitement about a gadget that is not a Tesla.

Deepfake Concerns

The WIRED team discusses a story involving deepfaked images.

Microchip Industry

The WIRED team discusses the world of microchips.

DeepSeek's Patent Strategy

An article discusses DeepSeek's combination of technology patent protection strategies and non-obviousness judgments.

AI

AI and Humanity

• The article discusses how AI is not yet human-like, but humans are increasingly becoming like AI.

AI and Online Presence

Deep Research in AI

Deep research, integrated into AI systems, unlocks various use cases, including medical research, biography generation, and statistical analysis.

Leveraging Deep Research for Online Presence

Building a strong online presence is crucial in the AI world, involving sharing interests, starting a blog, building useful tools, and sharing learning experiences. AI platforms like Grok, Perplexity, and OpenAI can be used to research oneself and assess the information AI models have gathered.

Deep Research in Recruitment

In the recruitment industry, recruiters can use deep research to gather biographies of potential candidates with a strong online presence. Companies might integrate deep research functionalities for quick research on potential hires.

Artificial Intelligence and Robotics

Reasoning Model Training

This article introduces Group Relative Policy Optimization (GRPO), a reinforcement learning technique that allows AI models to develop reasoning capabilities autonomously. Unsloth enables training a 15B parameter model on consumer-grade GPUs with just 15GB VRAM. GRPO enhances AI models' reasoning by comparing multiple answers to a question, scoring them, and rewarding those that beat the average score. This allows models to develop structured reasoning without massive labeled datasets. The article provides a guide to train a reasoning-optimized LLM using GRPO and deploy it on Hugging Face, using meta-llama/meta-Llama-3.1-8B-Instruct.

Robotics Development

DeepSeek is optimistic about integrating with Unitree Robotics, believing it will propel embodied intelligence into a "cognitive revolution," while emphasizing the importance of ethical constraints. Unitree Tech's robot dog sales are leading, and they are venturing into the humanoid robot field.

Meta's chief AI scientist, Yann LeCun, questions the current direction of AI development, arguing that training through text alone cannot reach the level of human intelligence; AI needs to truly understand the physical world.

Technology Industry

China's Semiconductor Progress Challenges US Chip Design

A report by the US think tank CSIS indicates that the rapid development of China's semiconductor industry poses a challenge to the US chip design sector. The report highlights China's significant progress in sub-sectors such as optoelectronics, memory, non-optical sensors, and discrete devices, creating competitive pressure on the United States. The CSIS report also suggests that the US CHIPS Act, primarily focused on manufacturing, does not adequately address the challenges posed by China in the chip design field. The report's compiler suggests that the success of DeepSeek may prompt the US to launch a "CHIPS Act 2.0" to counter China's competition in chip design and fully implement the "America First" strategy.

AI Technology & Applications

DeepSeek's Impact

DeepSeek is making significant strides in the AI arena, particularly in the realm of AI PCs. However, it's crucial to recognize that DeepSeek is not a universal solution and its responses can sometimes be unsettling. The challenges of implementing AI, like DeepSeek, within government and enterprise sectors remain significant.

AI & Robotics

Fueled by the AI boom, domestic robotics companies are experiencing rapid growth, driven by advancements in hardware technology and the integration of AI models.

AI Identity

As AI technology advances, discerning between an AI and a human speaker will become increasingly challenging.

Technology

Nvidia's Strong Financial Report

Today, Nvidia released a bright financial report.

AI Development and Trends

Claude 3.7's Scale and Cost

• According to official sources, the training of Claude 3.7 cost several million dollars, suggesting it's not as large as initially speculated.

DeepSeek-R1's Performance

• DeepSeek-R1 can generate custom CUDA kernels, leading to superior performance in optimized GPU programming.

AI's Impact on Programmers

• The development of DeepSeek may lead to a categorization of programmers into different levels based on their AI proficiency.

Marketing and AI

AI's Influence on Consumerism

• AI is changing the way consumers are influenced and how they make purchase decisions.

AI in Content Creation and Marketing Industry

• Coca-Cola launched an entire TVC created by AI, which led to controversy due to a lack of genuine emotion, with some consumers stating they would purchase Pepsi as a result. Shangmei Group is reducing its team, with the content department facing the highest elimination rate, emphasizing AI proficiency as a key retention criterion. The marketing industry is rapidly restructuring due to AI's breakthroughs in content generation. AI's advantages in mass production and reduced training costs are shifting basic copywriting and design tasks towards AI. Concerns are emerging about AI potentially threatening human uniqueness, prompting brand marketers to consider whether AI is a tool for liberating productivity or a "professional killer" that replaces human roles.

Information Distribution

Shifting Information Distribution Dynamics

The logic of information distribution is undergoing a significant transformation.

Artificial Intelligence

DeepSeek's Open Source Impact

DeepSeek's open-source initiative is profoundly impacting the AI ecosystem, benefiting mid-sized AI companies, domestic chip companies, and AI application companies. It enhances GPU computing power and reduces costs for smaller developers. While potentially disruptive to larger model companies, it is a significant step towards AGI, potentially influencing the AI ecosystem like the Android system.