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Reasoning AI tools, the next frontier

Reasoning AI tools, the next frontier

New AI reasoning models, like OpenAI’s o3 series, Claude 3.7, and Gemini 2.5 Pro, are here to help with tricky tasks and decision-making.

Think of them as useful tools for:
– Breaking down complex problems
– Organizing all the chaos (like sorting through support tickets)
– Making quick calls when things get hectic (like deciding which features to prioritize)
– Blending creative ideas with logical thought (like planning A/B tests)

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How to Make the Most of Them:
1. Get Them Thinking: Instead of just asking for straight answers, use prompts that make them think deeper:
– Use phrases like “Think step-by-step…” to encourage careful consideration.
– Ask them to “First suggest, then critique, then improve…” to help reduce mistakes.

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2. Tackle Tough Tasks: Start using these models for repetitive jobs that drain your brain. Here are some quick ideas:
– Meeting Prep: Share the agenda and last week’s notes, and get a neat summary that highlights what decisions are left, what info is missing, and any suggestions. This alone can save over 15 minutes for everyone.
– Inbox Insights: Analyze your messages with prompts like “Sort, flag urgency, figure out the root cause, suggest a reply.” You just need to skim through the highlights.
– Roadmap Assistance: Provide your backlog and metrics to get a prioritized roadmap with reasons, plus a rundown of potential risks.
– A/B Test Insights: Get feedback on test results, recommendations for business impact, next steps, and even math verification.

3. Support and Guide:
– Use Retrieval-Augmented Generation (RAG) to link the AI to your internal tools, like wikis and CRM systems, for the info you need.
– Build a library of prompt templates for your team to share effective strategy.

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