By collecting data from the field of computational fluid dynamics into a single dataset, AI researchers at Stanford hope to do for rocket science, oceanography, and climate modeling what web-scale data did for language. @wt_chung
RESEARCH
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AGI Perspective: How Advanced AI Views Humanity and Animal Intelligence
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I agree with not eating either. One wonders what an advanced AI system such as an AGI would think about humans? Humans often ponder about intelligent life elsewhere in the universe whilst overlooking other intelligent creatures on our own planet.
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Leveraging APIs and Domain Expertise for AI Innovation
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Startups and developers should leverage existing APIs and refine them with quality data. Paige notes that domain expertise can drive AI innovation, even without a CS background.
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Sharp Questioning Essential as AI Becomes More Central to Life
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Paige stresses that sharp questioning is vital as AI grows more central to life, suggesting that curiosity and good questions drive innovation and meaningful AI interaction.
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Claude 2.1 Doubles Honesty with 2x Fewer False Statements
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Claude 2.1 has made significant gains in honesty, with a 2x decrease in false statements compared to Claude 2.0. This enables enterprises to build high-performing applications that solve business problems with accuracy and reliability.
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Claude 2.1 Reduces Hallucinations in Long Document QA
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Accuracy in long document Q&A is important to our customers. Claude 2.1 has demonstrated a 30% reduction in incorrect answers and a 3-4x lower rate of mistakenly concluding a document supports a particular claim.
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OpenAI News Dominates Weekly AI Briefing Coverage
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This week’s @Digiday AI Briefing was written & edited before all the OpenAI news broke on Friday afternoon, but I still included it as a bullet point on Sunday night before it went live Monday morning. Lots of non-OpenAI news in here too from last week:
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vec2text: Reconstructing Text from Embeddings Paper
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more on this second paper soon but the paper draft is here http://
openreview.net/forum?id=t9dWH
pGkPj
… (hopefully w/ a new version on arxiv later this week) and all the code for both papers is available in vec2text: https://
github.com/jxmorris12/vec
2text
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Language Model Inversion Research Talk by Sasha
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Sasha gave this amazing talk on our language model inversion research! 1. text embedding inversion (
http://
arxiv.org/abs/2310.06816)
2. language model output inversion (coming soon…) -
Los Alamos Expands SambaNova AI Deployment for National Security
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COVERAGE: @LosAlamosNatLab expands @SambaNovaAI deployment to run AI workloads for performing national security, science, technology, and engineering projects. Full article via @DanSwinhoe at @dcdnews
: https://
datacenterdynamics.com/en/news/los-al
amos-national-laboratory-expands-sambanova-deployment/
… #ai #generativeai #llm #hpc