Machine Learning Street Talk (MLST)

#106 - Prof. KARL FRISTON 3.0 - Collective Intelligence [Special Edition]

9 snips
Mar 11, 2023
In this fascinating discussion, Professor Karl Friston, a renowned figure in neuroscience, dives into a groundbreaking vision of artificial intelligence that integrates humans and nature into a collective ecosystem. He explores the principles of active inference and shared narratives as tools for enhancing intelligence and ethical decision-making. Friston also challenges us to rethink our relationship with technology and each other, emphasizing the potential for AI to serve the common good while respecting human dignity. This thought-provoking conversation blurs the lines between consciousness, morality, and self-organization.
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INSIGHT

Markov Blankets in Time

  • Markov blankets exist over different timescales, nesting within each other.
  • They separate internal and external states, facilitating interaction.
ANECDOTE

Self-Sacrifice Example

  • A species sacrificing reproduction for the greater good demonstrates information sharing.
  • This highlights the dynamic nature and causal pressures within complex systems.
INSIGHT

Inactivism

  • Inactivism, central to active inference, involves circular causality between agent and environment.
  • Active inference simulates action-perception cycles.
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