6. ChatGPT as Market Trend Analyst Prompt: "Provide a report on current trends affecting the market for [specify product type]. Use data from [insert data source] to inform our marketing strategies and product development."
RESEARCH
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LLMs Struggle With Complex Individual Identities in Social Research
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There are many good uses for AIs in social science research, but also many clear cases when they are inappropriate as well. This paper shows how LLMs struggle with portraying complex individual identities (like race or gender), suggesting important limitations for research use.
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Community Standards for AI Systems and OpenAI Conventions
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Yeah, I totally understand that! Promising not to change anything would be an unreasonable burden But apparently the community /really/ wants some kind of standard here – and is making do with the OpenAI conventions in the absence of something more appropriate
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Sakana AI Releases EvoSDXL-JP Image Generation Model
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We have released "EvoSDXL-JP," an image generation model constructed using the "Evolutionary Model Merging" proposed by Sakana AI. The constructed model supports Japanese and can generate images 10 times faster than conventional Japanese models. Blog → https://
sakana.ai/evosdxl-jp -
Gato: Multimodal LLM Pioneer for Robotics Development
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Fully agree that multimodal LLMs are the solution to robotics. This is why my team pioneered Gato (General AgenT One): https://
arxiv.org/pdf/2205.06175
.pdf
… which we built over two years since 2020 to 2022. One of the most important parts of Gato was the data and its engineering pipeline. -
Exponential Growth Perception During Sigmoid Curve Inflection
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yearly reminder everything looks exponential from the middle of a sigmoid
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Llama2 English Language Performance Comparison Analysis
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It also has hiccups in English. Llama2 does not have these.
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Llama 3 70B via Ollama: GPT-4 quality but degradation issues
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ollama run llama3:70b It seems to run well and feels like GPT-4, with the added benefit that there’s no “limit replies as much as possible” system restriction. However it pukes itself pretty quickly and starts emitting garbage.
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Edge AI Adoption: Real-Time Decision-Making Through Model Optimization
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The Promise of Edge AI and Approaches for Effective Adoption: Organizations are adopting edge AI for real-time decision-making using efficient and cost-effective methods such as model quantization, multimodal databases, and distributed inferencing. https://
kdnuggets.com/the-promise-of
-edge-ai-and-approaches-for-effective-adoption?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=the-promise-of-edge-ai-and-approaches-for-effective-adoption
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Digital Transformation Gap Emerges in Financial Organizations
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Mind the ‘Digital Transformation’ Gap! See http://
bit.ly/DigTransformat
ionNews
… I reflect on new #research by @Broadridge which highlights the significant gap emerging between financial organizations which are leading in #DigitalTransformation vis a vis those who are falling behind –