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AI isn't creating new knowledge, said Hugging Face's Thomas Wolf

Mar 07, 2025 - businessinsider.com
Thomas Wolf, chief science officer at Hugging Face, highlighted the limitations of AI, stating that while it excels at following instructions, it struggles to create new knowledge. He emphasized the need for AI to question its training data, take counterintuitive approaches, and generate new ideas to drive scientific breakthroughs. Wolf expressed skepticism about the idea of a "compressed 21st century," where AI could accelerate scientific progress dramatically, warning that without a shift in AI research, we might end up with compliant systems rather than revolutionary thinkers.

The focus in the AI industry is shifting towards agentic AI, which involves AI tools capable of performing tasks independently. This shift is supported by significant investments, with startups in this area raising $8.2 billion last year. Unlike traditional AI assistants, agentic AI can break down complex tasks and make decisions. An example of AI's potential in scientific research is AlphaFold2, which helped Oxford professor Matthew Higgins solve a longstanding problem in malaria research, leading to an experimental vaccine.

Key takeaways:

  • Thomas Wolf argues that AI excels at following instructions but struggles to create new knowledge, emphasizing the need for AI to question its training data and take counterintuitive approaches.
  • Wolf critiques the current state of AI as producing "overly compliant helpers" rather than revolutionaries, and stresses the importance of AI generating new ideas and asking unexpected questions.
  • Wolf expresses skepticism about the idea of a "compressed 21st century" where AI accelerates scientific progress dramatically, warning against wishful thinking without a shift in AI research approaches.
  • The rise of agentic AI is highlighted, with predictions that AI agents capable of performing tasks independently will become prominent, as evidenced by significant investment in this area.
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