6/ SequenceMatch – incorporates backtracking into text generation through a backspace action; enables the model to mitigate compounding errors by reverting sample tokens that lead to sequence OOD.
RESEARCH
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Catastrophic AI Risks: Overview and Safe Development
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4/ An Overview of Catastrophic AI Risks – provides an overview of the main sources of catastrophic AI risks; the goal is to foster more understanding of these risks and ensure AI systems are developed in a safe manner.
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First GPU Won from ICML Competition Victory
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This was my first gpu (for deep learning) that i won by winning an icml competiton long ago.
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Keeping People in Frame Understanding AI Issues
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A little late to the party but this article is a must-read. Key to understanding what's going on and what's going wrong with "AI" is keeping the people in the frame.
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GPT-4 Confirmed 1.7 Trillion Parameters, 10x Larger
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— Latent.Space (@latentspacepod) 25 juin 2023
GPT4 is 8 x 220B params = 1.7 Trillion params https://
x.com/soumithchintal
a/status/1671267150101721090?s=20
… ok I wasn't sure how widely to spread the rumors on GPT-4 but it seems Soumith is also confirming the same so here's the quick clip! so yes, GPT4 is technically 10x the size of GPT3, and all the small -
Building a Tree-Structured Parzen Estimator from Scratch
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Building a Tree-Structured Parzen Estimator from Scratch (Kind Of) https://
bit.ly/3XbFTkx #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Rodney Brooks CVPR 2023 Keynote Speech Video
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Here is my keynote at CVPR2023 from Tuesday June 20, 2023, earlier this week. It starts at the 27:22 mark of this video.
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HoloLens as Visual Prosthesis for Blind Users Audio Guidance
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New research shows that it works quite well as a visual prosthesis for the vision impaired, not relaying actual visual data but guiding them in real time with audio cues and instructions. https://
techcrunch.com/2018/05/29/hol
olens-acts-as-eyes-for-blind-users-and-guides-them-with-audio-prompts/#:~:text=Newresearchshowsthatit,withaudiocuesandinstructions
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AI Model Draws Thoughts with 80% Accuracy
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Two researchers have created a new #AI model that can draw what you’re thinking with 80% accuracy https://
bit.ly/3FTXOoD -
Personal Retrospective on Prophet Framework and AI
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A Personal Retrospective on Prophet https://
bit.ly/442muF8
#AI #MachineLearning #DeepLearning #LLMs #DataScience