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Tool AI

Edited by Alex_Altair, Multicore, et al. last updated 30th Dec 2024

Tool AI is a type of Artificial Intelligence that is built to be used as a tool by the creators, rather than being an agent with its own action and goal-seeking behavior.

Generally meant to refer to AGI, tool AI is a proposed method for gaining some of the benefits of the intelligence while avoiding the dangers of having it act autonomously. It was coined by Holden Karnofsky, co-founder of GiveWell, in a critique of the Singularity Institute. Karnofsky proposed that, while he agreed that agent-based AGI was dangerous, it was an unnecessary path of development. His example of tool AI behavior was Google Maps, which uses complex algorithms and data to plot a route, but presents these results to the user instead of driving the user itself.

Eliezer Yudkowsky responded to this by enumerating several ways in which tool AI had similar difficulties in technical specification and safety. He also pointed out that it was not a common proposal among leading AGI thinkers.

See Also

  • Oracle AI

External Links

  • Conversation between Holden Karnofsky and Jaan Tallinn
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Posts tagged Tool AI
27Gwern's "Why Tool AIs Want to Be Agent AIs: The Power of Agency"
habryka
6y
3
332Thoughts on the Singularity Institute (SI)
HoldenKarnofsky
13y
1276
152Reply to Holden on 'Tool AI'
Eliezer Yudkowsky
13y
356
24Tools want to become agents
Stuart_Armstrong
11y
81
63Solving the whole AGI control problem, version 0.0001
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Steven Byrnes
4y
Ω
7
62What is a Tool?
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johnswentworth, David Lorell
1y
Ω
4
53Yoshua Bengio argues for tool-AI and to ban "executive-AI"
habryka
2y
15
49Tools versus agents
Stuart_Armstrong
13y
39
34[Intro to brain-like-AGI safety] 11. Safety ≠ alignment (but they’re close!)
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Steven Byrnes
3y
Ω
1
22Agenty AGI – How Tempting?
PeterMcCluskey
3y
3
664Simulators
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janus
3y
Ω
168
332Cyborgism
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NicholasKees, janus
3y
Ω
47
229The Hopium Wars: the AGI Entente Delusion
Max Tegmark
11mo
60
156The Fusion Power Generator Scenario
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johnswentworth
5y
Ω
30
148Interpretability/Tool-ness/Alignment/Corrigibility are not Composable
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johnswentworth
3y
Ω
13
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