IMO there will be multiple massive AI companies the same way you have multiple tech companies today. We provide a platform to build AI while OAI provides a platform to use AI. It’s like github for ML versus stripe/squarespace for ML to keep the analogy with previous generations.
AI
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Pro Subscription Reset: Free Forever Renders Offer
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Reset your renders now! If you sign up to Pro I will refund and cancel your sub and you'll have forever free renders though!
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Bayesians Return to Statistics After AI Dominance Era
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All those Bayesians that dominated AI for a while are now back to being statisticians.
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LLM Tokenization Trick for EOT Emission
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It’s not willing to produce what it thinks is an EOT token. You have to trick it by making it emit a sequence of tokens that re-tokenize to the EOT token after being turned into a string.
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Comparing Text Davinci 2 and 3 on NLP Benchmarks
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We compared text davinci 2 and text davinci 3 on a bunch of nlp benchmarks, see here:
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Recent Instruct Models Discussion Thread Analysis
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interesting list of pointers in this long thread on recent instruct models (ChatGPT, Anthropic Claude, etc)
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AI Chatbots Transforming Corporate Learning and HR Functions
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Chatted with someone in L&D the other day and they see Ai chatbots becoming embedded in ongoing learning. The bot is trained to be an expert on the subject and you can ask it questions about the material. Could see this augmenting other functions too, like HR/benefits
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Vector Search and Map-Reduce Chains for Document Question Answering
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exactly! if doc is larger you can still prune with the vector search, so you may not need to chain. but you could also load more documents and do a map-reduce chain over them. See these docs for QA in general: https://
langchain.readthedocs.io/en/latest/use_
cases/question_answering.html
… and let us know if any questions! -
University Employment Uncertainty Challenges Academic Careers in Europe
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Interesting: In Austria, Germany, jobs at universities are usually time-limited and you never know if you are renewed or not, making a career there very difficult and nerve-wracking. Taking a job is the easy way out.