The AI landscape is evolving rapidly, with companies like Movin expanding into AI training datasets for humanoid robots and Alpha equipping board directors with AI expertise. However, China's AI boom may be coming to an end due to poor planning, and the industry is experiencing growing pains. Meanwhile, researchers are emphasizing the need for human evaluation in AI model development and warning against agency decay, where humans become too reliant on technology. As AI continues to advance, it's being explored in various fields, including screenwriting and customer service, with the potential for intuitive AI that mimics the human psyche. Small businesses are also being advised to leverage AI to stay ahead of the competition, but to use it effectively and not rely too heavily on it.
Movin Expands AI Training Datasets
Movin, a startup backed by Naver, has expanded into providing AI training datasets for humanoid robots. The company has developed an in-house studio to collect 3D motion data and has raised $2.7 million in funding. Movin's flagship product, Tracin, is an AI-based motion capture device that uses Lidar and is cheaper and faster than traditional methods. The company plans to launch an office in Los Angeles to be closer to its customers, especially game studios.
China's AI Boom May Be Ending
China's AI boom may be coming to an end due to poor planning and a misalignment between built capacities and actual demand. The country's rapid expansion of AI infrastructure has led to a surplus of GPUs and empty data centers. Many companies used AI data centers to qualify for government subsidies, and some even sold electricity back into the grid at a profit. The AI industry is experiencing a growing pain, and it remains to be seen how it will recover.
Avoiding Agency Decay with AI
The increasing use of AI is leading to a risk of agency decay, where humans become too reliant on technology and lose their ability to make decisions autonomously. This can happen in four stages: exploration, integration, reliance, and dependency. To mitigate this risk, individuals and organizations must cultivate awareness of AI's capabilities and limitations, appreciate the value of human intelligence, accept AI as a tool, and develop strategies for human-AI collaboration. By doing so, humans can maintain their agency and ensure that AI is used to augment, not replace, human capabilities.
Human Evaluation for AI Models
The latest frontier in AI research is having more humans in the loop assessing the quality of AI models. Traditional benchmark tests are no longer sufficient, and human evaluation is needed to gauge the value of generative AI programs. Companies like OpenAI and Google are involving humans in rating and ranking their AI models, and human participation is becoming a central element in benchmark design. This shift towards human evaluation will help to ensure that AI models are developed with human values and needs in mind.
Alpha Ensures Board Directors Are AI-Ready
Alpha is a company that aims to equip board directors with the expertise needed to navigate the evolving AI landscape. While 95% of board directors believe AI will impact their business, only 5% have implemented AI governance frameworks. Alpha offers a membership network, think tank, and technology platform to help board directors learn about AI and make informed decisions. The company's mission is to empower board directors to lead with confidence in the AI era.
Mark Cuban's AI Advice for Small Businesses
Mark Cuban offers advice on how small businesses can use AI to beat the competition. He suggests that AI can be a valuable tool, but it's not a magical solution. Small businesses can use AI to streamline processes, manage money better, and reach customers in smarter ways. Experts agree that AI can help small businesses, but it's essential to use it properly and not rely too heavily on it. By leveraging AI effectively, small businesses can stay ahead of the competition.
AI-Generated Screenplay
A writer used AI tools to generate a screenplay, with mixed results. The AI tools were able to generate a logline and a three-act structure, but the final product was not without its flaws. The experiment highlighted the potential of AI in screenwriting, but also the need for human input and oversight. The writer concluded that AI can be a useful tool, but it's not a replacement for human creativity and intuition.
Intuitive AI Mimics Human Psyche
The next phase of AI development may focus on creating intuitive AI that mimics the human psyche. This type of AI would be able to sense and respond to human emotions, and potentially even read people's thoughts and intentions. Experts believe that this could be achieved through the use of neurotechnology and advanced machine learning algorithms. The potential applications of intuitive AI are vast, ranging from improved customer service to enhanced human-AI collaboration.
Key Takeaways
- Movin has expanded into providing AI training datasets for humanoid robots and raised $2.7 million in funding.
- China's AI boom may be ending due to poor planning and a surplus of GPUs and empty data centers.
- Human evaluation is becoming a central element in AI model development to ensure that models are developed with human values and needs in mind.
- The risk of agency decay, where humans become too reliant on technology, can be mitigated by cultivating awareness of AI's capabilities and limitations.
- Alpha is equipping board directors with AI expertise to navigate the evolving AI landscape.
- Small businesses can use AI to streamline processes, manage money better, and reach customers in smarter ways, but should not rely too heavily on it.
- AI is being explored in screenwriting, with the potential to generate screenplays, but requiring human input and oversight.
- The next phase of AI development may focus on creating intuitive AI that mimics the human psyche, with potential applications in customer service and human-AI collaboration.
- Human-AI collaboration is crucial to maintain human agency and ensure that AI is used to augment, not replace, human capabilities.
- Experts believe that AI can be a valuable tool, but it's not a magical solution, and its limitations need to be understood and addressed.
Sources
- Naver-Backed Motion Capture Startup Movin Expands Into AI Training Datasets For Humanoid Robots
- Is China’s Massive AI Bubble About To Burst in Record Time?
- Are You At Risk Of Acute Agency Decay Amid AI?
- With AI models clobbering every benchmark, it's time for human evaluation
- As AI Becomes Ubiquitous, One Group Is Ensuring Board Directors Are Included
- Mark Cuban’s AI Advice: How Small Businesses Can Use It to Beat The Competition
- I Used AI to Write a Screenplay. Here's What I Got
- Next Phase: Intuitive AI That Attempts To Mimic The Human Psyche