Since GPT 3.5 was delivered as an intermediate step, it may seem like GPT-3 to 4 was not as big, but IMO if you consider the trajectory of developments from 2020 until now, GPT-4 is quite a lot different. Super excited for the future of AI!
INNOVATION
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GPT-4 Achieves Human-Level Performance on Intellectual Tasks
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Before GPT-4, AI was OK at surface-level statistical learning, but not usable for many tasks (e.g., reasoning).
With GPT-4, AI reaches human-level on many intellectual tasks—a qualitative shift in the “feel” of using the technology that will unlock a new world of use cases. -
GPT-3 paradigm shift from task-specific models to few-shot prompting
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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. -
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 -
Siemens IIoT Solutions Enhance Food Manufacturing Supply Chain Visibility
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Improve your #supplychain visibility and reduce waste with Siemens' #IIoT solutions for #foodandbeverage manufacturing. Visit @Siemens booth at #HM23 and see how you can optimize your operations. http://
ow.ly/TtS450NhYJl sponsored #sieX #sie_di #sie_x #sie_1 #SIExHM #manufacturing -
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://
openai.com/product/gpt-4 -
Interactive AI System for Home Buyers to Preview Future Homes
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This interactive system allows home buyers to easily preview their future homes
— Ronald van Loon (@Ronald_vanLoon) 14 mars 2023
by @gigadgets_#AI #ArtificialIntelligence #Innovation #Engineering #Tech #Technology
cc: @wil_bielert @patrickgunz_ch @johnlegere pic.twitter.com/WoqSxbEZwmThis interactive system allows home buyers to easily preview their future homes
by @gigadgets_ #AI #ArtificialIntelligence #Innovation #Engineering #Tech #Technology cc: @wil_bielert @patrickgunz_ch @johnlegere -
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 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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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!