Gary Marcus

Large language models may seem impressive, but they don't genuinely understand the content they process. They lack the common sense and reasoning that true understanding requires.

I believe the unchecked proliferation of open-weight models capable of recursive self-improvement is fraught with risks. These models can quickly evolve beyond our control, posing significant ethical and safety concerns. We need stringent regulations and thorough oversight to ensure these technologies are developed responsibly.

I believe that governments should definitely incentivize AI research focused on enhancing human creativity and cultural expression. AI has the potential to augment our creative processes, offering new tools and perspectives that can enrich artistic and cultural domains. By supporting research in this area, we can ensure the development of technologies that truly benefit society, inspiring innovation while respecting and preserving human creativity.

As someone deeply involved in AI research, I firmly believe that transparency in disclosing data sources is essential for fostering public trust. When AI systems are open about their data origins, we can better assess biases and ensure accountability, ultimately leading to more reliable and ethical AI applications.