Before GPT-3, we fine-tuned a task-specific neural network (e.g., BERT) for each task that we wanted to solve.
With GPT-3, there was a paradigm shift to using a single large language model for any task via few-shot prompting.
LLMS
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GPT-3 paradigm shift from task-specific models to few-shot prompting
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GPT-4 Represents Bigger Leap Than GPT-3 Toward Human-Level AI
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IMO GPT-4 is a bigger leap than GPT-3 was.
— Jason Wei (@_jasonwei) 14 mars 2023
– GPT-3 advanced AI from task-specific models to a single prompted model that is task-general
– GPT-4 is human-level on many hard tasks, and will signal a *societal* revolution where AI reaches every industry, starting with technology 🧵 https://t.co/tFaDxTCSXgIMO GPT-4 is a bigger leap than GPT-3 was.
– GPT-3 advanced AI from task-specific models to a single prompted model that is task-general
– GPT-4 is human-level on many hard tasks, and will signal a *societal* revolution where AI reaches every industry, starting with technology -
OpenAI Announces GPT-4 Large Multimodal Model
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Announcing GPT-4, a large multimodal model, with our best-ever results on capabilities and alignment: https://t.co/TwLFssyALF pic.twitter.com/lYWwPjZbSg
— OpenAI (@OpenAI) 14 mars 2023Announcing GPT-4, a large multimodal model, with our best-ever results on capabilities and alignment: https://
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Cognitive Revolution Podcast Discussion on Perplexity AI and AGI
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Was fun to be on the Cognitive Revolution Podcast hosted by @labenz and @eriktorenberg. We talked about @perplexity_ai – the choice of using chatGPT/GPT-3.5 APIs vs training your own models, truthfulness and hallucinations in answers, and many other topics including AGI. They… https://t.co/UdoFkRdpWe
— Aravind Srinivas (@AravSrinivas) 14 mars 2023Was fun to be on the Cognitive Revolution Podcast hosted by @labenz and @eriktorenberg
. We talked about @perplexity_ai – the choice of using chatGPT/GPT-3.5 APIs vs training your own models, truthfulness and hallucinations in answers, and many other topics including AGI. They -
Med-PaLM2 Medical AI Model Discussed at The Checkup
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You can find more info about Med-PaLM2 and other work we discussed today at #TheCheckup in this blog post.
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Med-PaLM-2 Achieves Impressive Results in Healthcare AI
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Amazing Med-PaLM-2 results! Great job! Great to see LLMs making great impact on health and glad to have contributed to the underlying improved & new PaLM model!
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Med-PaLM2 Achieves Expert Performance with 85.4% USMLE Score
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In December, we discussed Med-PaLM, at that time a SOTA medical LLM that achieved a 67.6% score on the USMLE MedQA evaluation (passing is 60%). Today, we're describing Med-PaLM2, which improves on this by +18% with a score of 85.4% ("expert performance")! Kudos to all involved!
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Introducing Claude: A New AI Assistant
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You can read more in our full post here: https://
anthropic.com/index/introduc
ing-claude
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AssemblyAI Partners with Anthropic for AI Integrity and Capabilities
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Dylan Fox from AssemblyAI says, “We're thrilled to partner with a pioneering company like Anthropic whose commitment to AI integrity and research directly helps us ship more robust, LLM-backed Generative AI and Conversation Intelligence capabilities to our customers faster.”
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Claude AI Applications Across Industries – Innovation Opportunities
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We’re excited about the potential applications Claude can power across industries. If you think you could use the power of AI to innovate and better serve your customers, get in touch!