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figures/lec0/dumber.png

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figures/lec0/energy.png

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figures/lec0/report.png

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lecture0.md

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class: middle, center
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With great power comes great responsibility.
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---
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.center.width-25[![](./figures/lec0/report.png)]
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## Risks
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The report classifies risks associated with general-purpose AI into three categories:
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1. Risks from .bold[malicious use] (scams, manipulation, cyberattacks, biological/chemical attacks)
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2. Risks from .bold[malfunctions] (hallucinations, biases, loss of control)
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3. .bold[Systemic] risks (labour market risks, global R&D divide, power concentration)
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.center.width-50[![](./figures/lec0/energy.png)]
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## Environmental impacts
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"AI is a moderate but rapidly growing contributor to global environmental impacts through energy use and greenhouse gas (GHG) emissions. Current estimates indicate that .bold[data centres and data transmission account for an estimated 1% of global energy-related GHG emissions, with AI consuming 10–28% of data centre energy capacity]. AI energy demand is expected to grow substantially [...]"
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.center.width-50[![](./figures/lec0/dumber.png)]
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## Dumb and dumber
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"When people rely on generative AI, .bold[their effort shifts toward verifying that an AI’s response is good enough to use, instead of using higher-order critical thinking skills like creating], evaluating, and analyzing information. If humans only intervene when AI responses are insufficient then workers are deprived of routine opportunities to practice their judgment and strengthen their cognitive musculature, .bold[leaving them atrophied and unprepared] when the exceptions do arise."
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class: middle, center
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Deep learning can also .bold[solve problems that no one could solve before].
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