Avoiding cognitive bias in intelligence analysis https://
youtube.com/shorts/vA4rdoe
lfiQ?feature=share
… via @ooda
RESEARCH
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Cognitive Bias in Intelligence Analysis: Key Considerations
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LLMs Immortalize Documented Knowledge and Diminish Traditional Expertise
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i remember how fun the oreilly perl book was as a kid, to know the whole thing. our shared, slow-moving technical knowledge is becoming less important maybe. but LLMs make the parts we document well immortal. if the model knows, someone always will
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GPT-4 Enhances Doctor-Patient Communication and Empathy
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I wrote a Ground Truths about this important study. https://
erictopol.substack.com/p/when-patient
-questions-are-answered
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I asked GPT-4 about its ability to enhance doctor-patient communication and empathy. It cited the paper from today. -
Why AI Writes Grammatically Perfect Yet Meaningless Text
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The Difference Between Speaking and Thinking
The human brain could explain why AI programs are so good at writing grammatically superb nonsense. https://
bit.ly/3LyAaBp -
In-Context Learning Discussion and Collaboration
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Anyone focusing on in-context learning? Would love to chat. DMs are open!
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StableVicuna: Open Source RLHF LLM Chatbot Released
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Announcing StableVicuna, the AI World’s First Open Source RLHF LLM Chatbot! @CarperAI (in an effort led by @phungvanduy1
) is releasing an RLHF-trained version of Vicuna-13B Learn more → https://
stability.ai/blog/stablevic
una-open-source-rlhf-chatbot
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Ethical AI Expert Discusses Trust in Artificial Intelligence Systems
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👀 Want to see what an ethical AI expert has to say about AI trust? Catch DataRobot Global AI Ethicist, @HaniyehMah, on the #InAIWeTrust podcast to hear why she thinks everyone should be in the #EthicalAI conversation. ⬇ https://t.co/BKiZA1ny3j
— DataRobot (@DataRobot) 28 avril 2023Want to see what an ethical AI expert has to say about AI trust? Catch DataRobot Global AI Ethicist, @HaniyehMah, on the #InAIWeTrust podcast to hear why she thinks everyone should be in the #EthicalAI conversation.
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ChatGPT Outperforms Doctors Answering Patient Questions Study
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Peer-reviewed study in @JAMAInternalMed finding that ChatGPT outperformed doctors at answering patients' online questions: https://
gizmodo.com/chatgpt-ai-doc
tor-patients-reddit-questions-answer-1850384628
… Does not replace doctors, but could be used as a tool to help doctors become even more effective. -
A Cookbook of Self-Supervised Learning Techniques and Methods
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A Cookbook of Self-Supervised Learning: https://
arxiv.org/abs/2304.12210
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#BigData #DataScience #AI #MachineLearning #Algorithms #DataScientists -
LLM Customization Ecosystem: From Prompting to Finetuning
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LLM customization ecosystem is heating up – Remarkable that prompt engineering works at all, but stagnates
– Retrieval can help few-shot prompts, but still…
– Finetuning (BC/RL) is the cannon. But is much more involved
Congrats @realSharonZhou & @GregoryDiamos on the launch!