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Artificial Intelligence Can We Control It

Published · 1 h 8 min

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Artificial Intelligence: Can We Control It or Will It Take Over?

AI does not need to become conscious to change who holds power. This documentary separates today’s demonstrated harms from emerging technical risks and uncertain loss-of-control scenarios, then examines alignment, hallucination, bias, privacy, security, agents, misuse, manipulation, critical infrastructure, military systems, interpretability, evaluations and practical governance.

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In these topics

Chapters

  1. Control begins before a machine becomes powerful
  2. What exactly are we trying to control?
  3. Why behaviour can surprise its creators
  4. Specification and reward miss the human meaning
  5. Helpful to whom, and under which values?
  6. A confident answer is not knowledge
  7. Data, labels and deployment shape unequal outcomes
  8. Useful context can become permanent exposure
  9. Attackers talk to the model too
  10. A test score is not the real world
  11. Looking inside a machine made of numbers
  12. Can a model behave differently when watched?
  13. Time, tools and persistence multiply capability
  14. Human intent can weaponise useful capability
  15. Control can be lost through attention
  16. A system can take over because people stop practising
  17. Who controls the systems that control decisions?
  18. Economic control is part of human control
  19. Errors become physical when software touches the world
  20. Speed can erase the space for judgment
  21. Capability can accelerate the next capability
  22. A possibility is not a prediction
  23. Training, constitutions, monitors and tripwires
  24. Rules must reach the organisations deploying AI
  25. What responsible deployment looks like
  26. Control is a capability societies must keep rebuilding

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