The exact wording of the prompt is not that important, it is the idea that you can use modern web-connected LLMs as solid first-pass fact checkers that is useful.
LLMS
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Effective Prompt Engineering for AI Fact-Checking
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A really useful prompt for writing: "review this for accuracy, look up any facts you may want to challenge or explore." Even if not perfect, it is a good sanity check. Works well with Claude 4.1, GPT-5 Thinking, and Grok 4. Weirdly, Gemini 2.5 Pro often won't do web searches.
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Microsoft rStar2-Agent Achieves State-of-the-Art Reasoning Performance
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Microsoft presents rStar2-Agent Agentic Reasoning Technical Report rStar2-Agent boosts a pre-trained 14B model to state of the art in only 510 RL steps within one week, achieving average pass@1 scores of 80.6% on AIME24 and 69.8% on AIME25, surpassing DeepSeek-R1 (671B) with
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Free Step-by-Step AI Agents and RAG Systems Tutorials
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.
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OpenAI Agents SDK Crash Course: AI Agent Orchestration and Tools
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OpenAI Agents SDK crash course covering AI Agent orchestration, tool use, structured outputs, multi-agent workflows and voice agents. Learn AI Agent concepts from basics to advanced with step-by-step code tutorials. 100% free and Opensource.
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Claude-Specific Context Guide and Best Practices Reference
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It is! Give it this context — it's particularly designed for Claude: https://
fastht.ml/docs/ref/best_
practice.md
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GPT5 preferred over Claude Code for complex tasks
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Honestly I don't know for now. I use GPT5 much more than Claude Code for a week but it's because I make it work on ultra complex stuff like (create me a lite program to display networks in TypeScript in a fully optimized way). But after
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Late-night coder shares 2-week AI-assisted setup: GPT-5 Pro & Claude Opus 4.1
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It's 2:30 a.m., I'm coding, no one will read this tweet, but here's my computer setup for the past 2 weeks. I've got Codex with GPT-5 Pro running for ultra-complex tasks and one-shotting features for me (but in a really ugly way), and I've got Claude Opus 4.1 handling the
