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Import AI 369: Conscious machines are possible; AI agents; the varied uses of synthetic data
Who do you know who doesn't know about AI advances but should?
Apr 15
•
Jack Clark
26
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Import AI 369: Conscious machines are possible; AI agents; the varied uses of synthetic data
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Import AI 368: 500% faster local LLMs; 38X more efficient red teaming; AI21's Frankenmodel
If AI had truly superhuman capabilities, could we even effectively measure that?
Apr 8
•
Jack Clark
26
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Import AI 368: 500% faster local LLMs; 38X more efficient red teaming; AI21's Frankenmodel
importai.substack.com
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Import AI 367: Google's world-spanning model; breaking AI policy with evolution; $250k for alignment benchmarks
AI is neither rocket science nor brain surgery... which is very strange!
Apr 1
•
Jack Clark
29
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Import AI 367: Google's world-spanning model; breaking AI policy with evolution; $250k for alignment benchmarks
importai.substack.com
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March 2024
Import AI 366: 500bn text tokens; Facebook vs Princeton; why small government types hate the Biden EO
plus: a story about a pleasant singularity
Mar 25
•
Jack Clark
27
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Import AI 366: 500bn text tokens; Facebook vs Princeton; why small government types hate the Biden EO
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Import AI 365: WMD benchmark; Amazon sees $1bn training runs; DeepMind gets closer to its game-playing dream
There is no absolution in being an absolutist.
Mar 18
•
Jack Clark
20
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Import AI 365: WMD benchmark; Amazon sees $1bn training runs; DeepMind gets closer to its game-playing dream
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Import AI 364: Robot scaling laws; human-level LLM forecasting; and Claude 3
It increasingly feels like LLMs are observing us rather than the other way round.
Mar 11
•
Jack Clark
26
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Import AI 364: Robot scaling laws; human-level LLM forecasting; and Claude 3
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Import AI 363: ByteDance's 10k GPU training run; PPO vs REINFORCE; and generative everything
Things feel confusing right now because things are confusing right now - and they'll become more confusing.
Mar 4
•
Jack Clark
21
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Import AI 363: ByteDance's 10k GPU training run; PPO vs REINFORCE; and generative everything
importai.substack.com
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February 2024
Import AI 362: Amazon's big speech model; fractal hyperparameters; and Google's open models
The full capabilities of today's AI systems are all broadly undiscovered.
Feb 26
•
Jack Clark
15
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Import AI 362: Amazon's big speech model; fractal hyperparameters; and Google's open models
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Import AI 361: GPT-4 hacking; theory of minds in LLMs; and scaling MoEs + RL
How many tokens would you need to represent your life? 10,000? 100,000? 1 million?
Feb 19
•
Jack Clark
18
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Import AI 361: GPT-4 hacking; theory of minds in LLMs; and scaling MoEs + RL
importai.substack.com
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Import AI 360: Guessing emotions; drone targeting dataset; frameworks for AI alignment
Are there alternatives to the transformer which are roughly as compute efficient but entirely different in architecture?
Feb 12
•
Jack Clark
19
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Import AI 360: Guessing emotions; drone targeting dataset; frameworks for AI alignment
importai.substack.com
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Import AI 359: $1 billion gov supercomputer; Apple’s good synthetic data technique; and a thousand-year old data library
If the 20th century had psychohistory, will the 21st century have praedictiohistory?
Feb 5
•
Jack Clark
17
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Import AI 359: $1 billion gov supercomputer; Apple’s good synthetic data technique; and a thousand-year old data library
importai.substack.com
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January 2024
Import AI 358: The US Government’s biggest AI training run; hacking LLMs by hacking GPUs; chickens versus transformers
How small will the most widely-used LLM be in 2025?
Jan 29
•
Jack Clark
16
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Import AI 358: The US Government’s biggest AI training run; hacking LLMs by hacking GPUs; chickens versus transformers
importai.substack.com
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