Gauntlet thrown: What specific, testable things will AI be able to do in 5 years that are truly impressive yet not achievable now?
LLMS
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Strategic Use of Advanced AI Models and Request Optimization
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You should basically never use a pro model (or any other longer reasoning model) for a regular request. By the time you query something like o3 pro, your request should have already passed through at least a two step pipeline.
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Vanna: Open-Source RAG Framework for Text-to-SQL Generation
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Text-to-SQL tool that actually works!
— Sumanth (@Sumanth_077) 15 juin 2025
Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.
It's 100% open-source pic.twitter.com/YFkRUrq4CiText-to-SQL tool that actually works! Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets. It's 100% open-source
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Share LLM and AI Agent Insights with Your Network
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If you found it insightful, reshare with your network.
— Akshay 🚀 (@akshay_pachaar) 15 juin 2025
Find me → @akshay_pachaar ✔️
For more insights and tutorials on LLMs, AI Agents, and Machine Learning! https://t.co/TeIQxyCEoyIf you found it insightful, reshare with your network. Find me → @akshay_pachaar For more insights and tutorials on LLMs, AI Agents, and Machine Learning!
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NL2SQLTool: Converting Natural Language to SQL Queries
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NL2SQLTool Text2SQL tool that convert natural language to SQL queries to search over structured databases. Read more
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FirecrawlSearchTool: Website Search and Markdown Conversion
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FirecrawlSearchTool The FirecrawlSearchTool is designed to search websites and convert them into clean markdown or structured data, that your agent/LLMs can consume/ Read more
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AI replaces social media marketers
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RIP social media marketers? You can now using any LLM like ChatGPT, Claude, Gemini, Mistral or DeepSeek to generate audience research, strategy plans, trend analysis, viral hooks, and full content calendars. Here’s the exact prompt we use personally to automate SMM:
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LLMs as Savants: Memorization Versus Derivation Pain
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Memorization is easier but less useful than thought, which is why memorization needs to be a more painful activity than derivation. Savants can be immune against this pain, and LLMs are savant AI.