8/ Dialog-Enabled Resolving Agents (DERA) – a paradigm to enhance large language model completions by allowing models to communicate feedback and iteratively improve output; DERA outperforms base GPT-4 on clinically-focused tasks.
INNOVATION
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ChatGPT Outperforms Crowd Workers on Text Annotation Tasks
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6/ ChatGPT for Text-Annotation – shows that ChatGPT outperforms crowd-workers on several annotation tasks such as relevance, topics, and frames detection; besides better 0-shot accuracy, the per-annotation cost of ChatGPT is ~20 times cheaper than MTurk.
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LLaMA-Adapter: Lightweight Method Fine-Tune Instruction-Following Models
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5/ LLaMA-Adapter – a lightweight adaption method to efficiently fine-tune LLaMA into an instruction-following model; generates responses comparable to Alpaca with fully fine-tuned 7B parameter; it’s also extended for multi-modal input support.
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AI21 Labs Co-CEO Discusses Generative AI Future at START Summit
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It was an incredible experience to be a part of the START Global Summit in St. Gallen! Our Co-CEO, @origoshen
, had the opportunity to discuss the future of #GenerativeAI and the AI21 labs journey with the brightest minds and leaders in the industry. #START23 #ai #innovation -
Europe’s AI Strategy Crisis: Professor Catherine’s Assessment
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Le professeur Sylvain Catherine de @Wharton vient de résumer le suicide européen en matière d’intelligence artificielle Bravo @sc_cath
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AI Training Data Crisis: Documentation and GPL Solutions
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Was discussing this with @monkchips
. "Docs" likely to increasingly look like "ChatGPT", but @peternixey raises a critical point: where will the training data come from if devs are quietly asking machines for guidance? Maybe we need a new GPL to avoid one-way knowledge traps? -
GPT-4 Shows Signs of Artificial General Intelligence Breakthroughs
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New Lifewire article featuring our very own Bram Verhoef discussing the impact of GPT-4's Artificial General Intelligence breakthroughs! Keep up with the latest advancements and learn more from our expert: https://
lifewire.com/why-it-matters
-that-gpt-4-shows-signs-of-artificial-general-intelligence-7372070
… #AI #GPT4 #ML #OurTeamExpert -
Building a world class venture capital firm
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Oooh that's getting better. Still some work to do, but check it:
— Yohei (@yoheinakajima) 2 avril 2023
Objective: Build a world class venture capital firm pic.twitter.com/PmTHbMGBf7Oooh that's getting better. Still some work to do, but check it: Objective: Build a world class venture capital firm
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Store-bought versus homemade: choosing practical or custom solutions
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I go back and forth. It’s like store bought vs homemade bbq sauce. Store bought is quick and great (more practical for me), home made is slow, tedious, and not always great – but when it’s great, it’s the best.
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BabyAGI: Autonomous Task-Enabled Agent Naming Discussion
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That’s a great name! Better than my “Task-Enabled Autonomous Agent” (thanks GPT4 – who named it). Nickname: BabyAGI