Indeed, LLMs don't understand facts. But they confidently state them, and this can be misleading to millions of people. It's a misinformation minefield.
LLMS
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AI Assistants Unreliability Limits Research and Work Applications
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btw this is why i don’t really want to use it as a research assistant type or as an assistant for lots of the type of work i do. like, it’s not saving me tons of time if i have to work under the assumption that it’s gonna get shit wrong.
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Questioning GPT-4 Methods to Minimize Widespread Issues
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Yup, it's everywhere. It would be interesting to know how they are trying to minimize this in GPT-4
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Bloomberg JHU BloombergGPT: Best-in-Class Financial NLP LLM
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Bloomberg & JHU’s BloombergGPT: ‘A Best-in-Class LLM for Financial NLP’
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Self-Healing Concept in LLMs Beyond Code Generation
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it's crazy because the self-healing concept generalizes beyond just code gen, LLMs are actually pretty good at recognizing errors in most types of outputs and will fix them automatically if you prompt them correctly check out "RCI prompting" in this: https://
arxiv.org/pdf/2303.17491
.pdf
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Transform Your Organization into an AI-First Company Today
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Turn your organization into an AI-first company Create custom LLMs, recommender or forecasting models Use the world's ONLY AI ASSISTED DATA SCIENCE platform http://
abacus.ai -
MIT Panel Explores Humans versus Transformer Models
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I’m
@MIT
s Center for Brains Minds and Machines for a panel on “Humans vs Transformers” -
Google’s PaLM and Bard costs impact ad revenue strategy
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The cost of serving PaLM models on Bard and losing ad clicks and traffic https://
cnbc.com/2023/04/03/goo
gle-to-cut-down-on-employee-laptops-services-and-staplers-to-save.html
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Fine-tuned Models Reduce Loss in Domain-Specific Applications
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This is really cool. Different from what I’ve tried. I can imagine a fine tuned model for a specific domain could help w reducing loss (Eg. Symbols that represent specific relationship types in the specific domain).
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Cerebras Models Now Available on Hugging Face Platform
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Access the models via Hugging Face: https://
huggingface.co/cerebras?utm_c
ontent=243949389
… Join our Discord: https://
discord.com/invite/q6bZcMW
JVu
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