2/ Writing Workflow Prompt: "You are an AI Writing Coach. Suggest a workflow using bullet points for transforming scattered research notes on {topic} into a cohesive article. Include templates for structuring arguments."
GENERATIVE AI
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Using GPT for Research Strategy Frameworks
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1/ Research Strategist Prompt: "Act as a Research Strategist GPT and provide a step-by-step guide for using frameworks like SWOT or PESTLE in organizing research for {topic}. Include time-saving tips and tools."
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Using ChatGPT prompts to automate research workflows
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I made ChatGPT my research partner and now I only work for just 60 minutes a day. Here are the 10 powerful prompts I use for research:
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CycleQD: Evolving LLM Agent Swarms for Complex Workflows
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Agent Skill Acquisition for Large Language Models via CycleQDhttps://t.co/RjtXE3hiKw
— hardmaru (@hardmaru) 3 décembre 2024
CycleQD is able to evolve a swarm of LLM agents, each with their own niche, to tackle difficult agentic workflow tasks. As an evolutionary process, it uses Model Merging as a cross-over… https://t.co/clVzm4ImixAgent Skill Acquisition for Large Language Models via CycleQD https://
arxiv.org/abs/2410.14735 CycleQD is able to evolve a swarm of LLM agents, each with their own niche, to tackle difficult agentic workflow tasks. As an evolutionary process, it uses Model Merging as a cross-over -

Sakana AI Launches CycleQD for Collective LLM Agent Learning
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Sakana AI has developed a new technology called "CycleQD" that creates a collective of LLM agents. CycleQD is based on evolutionary computation focused on diversity and model merging, representing a first step toward realizing "lifelong learning" that accumulates knowledge and
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Stable Assistant Limited Time Offer Promotion
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Offer valid until 11:59 PM December 4th. See terms and conditions for more information: https://
stability.ai/stable-assista
nt/#faq
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Stable Assistant 50% Off Cyber Monday Image Generation
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‘Tis the season of giving! 🎁
— Stability AI (@StabilityAI) 3 décembre 2024
We asked Stable Assistant to create an image to let you know we’re offering 50% off Stable Assistant this Cyber Monday, giving you the opportunity to conveniently generate and edit images with ease.
Unwrap the offer here with code CYBERMONDAY:… pic.twitter.com/QVIVWvHJLr‘Tis the season of giving! We asked Stable Assistant to create an image to let you know we’re offering 50% off Stable Assistant this Cyber Monday, giving you the opportunity to conveniently generate and edit images with ease. Unwrap the offer here with code CYBERMONDAY:
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STAR Evolution Optimizes 18 Generations Quality Size
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And here are 18 generations with populations that are iteratively assessed, paired, recombined, and mutated with STAR evolution to optimize both quality and size.
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STAR Framework Evolves AI Model Architectures
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STAR: Synthesis of Tailored Architectures Really cool work from my colleagues @liquidai on model architecture. This framework creates populations of architectures and uses evolutionary algorithms to iteratively create better solutions.
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Peer Review Delays: Nature Article on OpenAI Model Openness
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peer review is *so slow*…what's the point tbh imagine this – a perspective in nature about how open ai models aren't that open submitted in DECEMBER 2023 published a few days ago meanwhile, everyone and their dog knows this