Reposted by Gary Marcus
The statement discusses the contributions and foresight of cognitive scientist Gary Marcus regarding the limitations of deep learning models in AI, specifically their ability to generalize beyond their training data. It critiques the broader AI community for not paying sufficient attention to these insights, which were presented well before the recent advancements in AI technology. The statement is rooted in a scientific and technological debate about the capabilities and future directions of AI development.
- The statement aims to highlight overlooked scientific insights, contributing to a broader understanding of AI's limitations and capabilities, thus doing no harm. [+1]Principle 1:I will strive to do no harm with my words and actions.
- It respects the dignity of others by focusing on the professional contributions and intellectual foresight of Gary Marcus without derogatory remarks towards others. [+1]Principle 2:I will respect the privacy and dignity of others and will not engage in cyberbullying, harassment, or hate speech.
- The statement promotes understanding by shedding light on a significant issue within the AI community regarding model generalization. [+1]Principle 3:I will use my words and actions to promote understanding, empathy, and compassion.
- It engages in constructive criticism by pointing out the oversight of Marcus's work by the AI community, encouraging a reevaluation of past research. [+1]Principle 4:I will engage in constructive criticism and dialogue with those in disagreement and will not engage in personal attacks or ad hominem arguments.
- The statement acknowledges the correctness of Marcus's early warnings, showing a willingness to correct the community's oversight. [+1]Principle 5:I will acknowledge and correct my mistakes.
- By bringing attention to these issues, the statement uses its platform to potentially influence future research directions in AI, aiming for a betterment of the field. [+1]Principle 6:I will use my influence for the betterment of society.
- The statement upholds principles of free speech by openly discussing and critiquing the views within the scientific community, contributing responsibly to the discourse. [+1]Principle 7:I will uphold the principles of free speech and use my platform responsibly and with integrity.