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I introduce you the new **Claude 4 Opus (Extended)** and its own evaluation
- The evaluation of Claude 4 Opus (Extended) covers different types of tasks such as simple QA, complex analytical tasks, creative/generative tasks, and prompting techniques effectiveness matrix.
- In natural language tasks, Claude 4 Opus shows strength in understanding, generation, summarization, and translation across various languages.
- It excels in logical reasoning, mathematical computation, statistical analysis, data analysis, scientific, technical, business, and creative domains.
- Operational parameters highlight Claude's fast response time capability, memory handling, and multi-agent cooperation limitations.
- Known limitations include a temporal knowledge cutoff, no real-time information access, and no multimedia processing abilities.
- Best use cases for Claude include analytical thinking partner, writing assistance, code generation, creative brainstorming, research assistance, and strategic planning.
- Thinking process preferences focus on information processing approaches, task complexity analysis, and interactive thinking preferences for optimal task and technique matching.
- Solving common LLM frustrations involves techniques like avoiding hallucination, ensuring answers match questions, and maintaining consistent outputs.
- Optimal prompting frameworks for different task types include minimal direct approach for simple QA, structured analysis models for complex tasks, and natural language options for creative tasks.
- Communication tips and Claude's ideal collaboration style emphasize clear communication, iterative refinement, honest feedback, creative collaboration, and appropriate skepticism.
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