Air Street Press 2024's greatest hits on Air Street Press
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Dec 22, 2024 Reflecting on 2024, the discussion dives into pivotal essays exploring AI and technology. Key topics include the intricacies of data acquisition for startups and the unique challenges surrounding AI in China. The conversation also tackles copyright concerns in the realm of generative AI. Lastly, the importance of effective storytelling in tech entrepreneurship is highlighted, emphasizing its role in driving innovation.
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Data Acquisition Strategies for AI-First Startups
- Consider LLMs, synthetic data, scraping, and open data for AI-first startups.
- Avoid techniques that have proven less effective, and learn from past experiences.
The State of Chinese AI
- The 2024 State of AI Report highlighted increased output from Chinese AI labs.
- This reflects a convergence in performance between US and Chinese labs.
Open-endedness and LLMs
- LLMs still struggle with genuine reasoning tasks, as opposed to knowledge retrieval.
- OpenAI's O1 and O3 models show promise in improving LLM reasoning abilities.