Worth checking out constitutional AI from @AnthropicAI where LLMs can be the reward model annotators by prompting well. The choice then comes to paying for GPU or Phillipines.
SAFETY
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ChatGPT Passes US Medical Licensing Exam Without Medical Training
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Recently, ChatGPT passed the United States Medical Licensing Examination (USMLE). This test normally takes 4 years of medical school and 2+ years of clinical rotations to pass. http://
medrxiv.org/content/10.110
1/2022.12.19.22283643v2.full
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GPT-4 Writer Style Mimicry Detection Challenges
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I've wondered about that myself. Surely a big part of it is simply that you can instantly see elements of other artists style in imagery, and it's much harder to sense that copying and remixing in text? If gpt4 can very effectively mimic particular writers it might change.
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Attention Is All You Need Impact on AI Progress and Safety
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It does count for the progress & safety of the field! If Google didn't release "Attention is all you need", AI would be decades away from where we are!
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Mercedes-Benz Obtains Nevada Certification for Drive Pilot Level 3
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Drive Pilot, @MercedesBenz's SAE level 3 system, certified in Nevada https://actuia.com/actualite/drive-pilot-le-systeme-sae-de-niveau-3-de-mercedes-benz-certifie-au-nevada/
… #AI #artificialintelligence #car -
Would AI prefer many small paperclips or one large paperclip?
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would an AI realistically want a lot of little paperclips, or one big paperclip? (reason for question to follow later)
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Safer E2E Conversational AI Through Value Sensitive Design
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(11/12) Guiding the Release of Safer E2E Conversational AI through Value Sensitive Design
Authors: A. Stevie Bergman, @gavin_does_nlp
, Shannon Spruit, @dirk_hovy, @em_dinan
, Y-Lan Boureau, Verena Rieser -

A Watermark for Large Language Models
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(4/12) A Watermark for Large Language Models
Authors: @jwkirchenbauer
, @jonasgeiping
, Yuxin Wen, Jonathan Katz, Ian Miers, Tom Goldstein -
Neutral AI defaults and user preference alignment strategies
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we are working to improve the default settings to be more neutral, and also to empower users to get our systems to behave in accordance with their individual preferences within broad bounds. this is harder than it sounds and will take us some time to get right.
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AI Maturation Requires Transparency, Openness and Collaboration
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What AI needs to keep maturing & progressing safely is more transparency, openness and collaboration!