Part 6/10:
Shapiro envisions this architecture as the next iteration of natural language cognitive systems, capable of handling complex reasoning, planning, and problem-solving tasks as computing costs decrease. He notes that while the full realization is still pending, ongoing research and technological improvements will make this possible in the near future.
Addressing the Long-Term Memory and Ethical Challenges
Throughout his discourse, Shapiro emphasizes that certain challenges remain unsolved, notably long-term memory, which he considers vital for true cognitive agents. He hints at future works dedicated specifically to this aspect, acknowledging that memory is a core component needed to advance AI toward human-like intelligence.