On this topic, an interesting study about Claude's agentic capabilities with GUI: https://
arxiv.org/abs/2411.10323 → Current benchmarks are too static and academic
→ Claude is bad at self-correcting mistakes
→ Honkai's daily mission is easier than Excel and Word
PROMPT ENGINEERING
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Claude’s GUI Agentic Capabilities: Benchmarks and Self-Correction Limitations
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Claude GUI Agentic Capabilities Study Reveals Benchmark Limitations
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On this topic, an interesting study about Claude's agentic capabilities with GUI: https://
arxiv.org/abs/2411.10323 → Current benchmarks are too static and academic
→ Claude is bad at self-correcting mistakes
→ Honkai's daily mission is easier than Excel and Word -
9 AI datasets still dominated by humans: Value capture opportunities
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Here are 9 AI datasets still dominated by humans It shows the insane amount of value left to capture Will these tasks be solved through ad-hoc LLM engineering by companies or directly by LLM providers? Thanks to @ldjconfirmed for the data!
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Optimal Retrieval Methods in RAG Pipelines for QA
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7). Toward Optimal Search and Retrieval for RAG – examines how retrieval affects performance in RAG pipelines for QA tasks; conducts experiments using BGE-base and ColBERT retrievers with LLaMA and Mistral, finding that including more gold (relevant) documents improves QA
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Magic Words Boost AI Chatbot Responsiveness and Performance
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Charm Your Chatbot: Magic Words That Boost AI Responsiveness! https://
pymnts.com/artificial-int
elligence-2/2024/charm-your-chatbot-magic-words-that-boost-ai-responsiveness/
… #chatbot #AI #ArtificialInteligence #LLMs #LLM #GenAI #GenerativeAI #technology #TechRevolution #tech #Engineering -
10 Prompts to Turn ChatGPT into a Coding Genius
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ChatGPT is a GENIUS coding partner. I turned it into my personal coding assistant by using these 10 prompts and now I can code faster and build project easily. (10/10 would bookmark these)
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LLMs Excel at Writing RPG Flavor Text with Mood and Style
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Current LLMs are surprisingly good if you ask them to write RPG flavor text — it doesn't have to be logical or creative, it just needs mood and style; and *that*, LLMs can nail.
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LLM App Architecture: Single Call vs Complex Agent Patterns
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Thinking of hot-take blogs to write next – which seem most interesting: – Why LLM apps should be either a single LLM call or complex agent
– Multi agent patterns
– Single agent → multi agent → LangGraph
– Updated agent UX takes other? (prev blogs: https://
blog.langchain.dev/tag/in-the-loo
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Teaching ChatGPT Pronunciation: A Reciprocal Learning Experience
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https://
x.com/lgj170/status/
1857072165700473130/video/1
… ChatGPT not only teaches people, you can also act as a teacher to ChatGPT and teach the AI pronunciation 🙂 -
Using large image datasets to reduce hallucinations in text-to-image generation
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Leveraging large image datasets to improve text-to-image generation is a clever approach that could significantly reduce hallucinations.