You can prompt for the behavior by asking it to think in between making tool calls too. With a question like the one in your original example, it may be erring on the side of undersearching since it doesn't necessarily need real time info on this task
LLMS
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Extended Thinking Automatically Activates for Complex Requests
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With extended thinking on it will automatically do it if the request is complex enough. It's not technically in the chain of thought but it interleaves chain of thought between tool calls
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Claude Opus 4 generated Opportunity Inventory and Resurrection Campaign
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4/ It gave me an Opportunity Inventory + 30-day Resurrection Campagin. Now I can follow-up on all lost deals that I missed or ghosted. Claude Opus 4 just blew my mind.
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Anthropic Claude Sonnet 4 transforms commercial underwriting with reasoning
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Proud to partner with @AnthropicAI & test Claude Sonnet 4 on commercial underwriting: accuracy & reasoning depth blew us away. Looking forward to pushing enterprise AI further. More here: https://
anthropic.com/claude/opus #GenAI #Claude #SnorkelAI -
Works for AI agents, Custom GPTs and scripts
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Works like a charm for AI agent workflows, Custom GPTs or if you’re implementing AI in your custom scripts.
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Supernova: Real-time Reasoning with Qwen Open-weight Model
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Supernova showed what’s possible when inference isn’t the bottleneck.
— Cerebras (@cerebras) 22 mai 2025
⚡️ Real-time AI
🛠️ Agentic workflows
🧠 Qwen: the fastest open-weight reasoning model, now running in real time
Big thanks to the devs, startups, customers, and partners who made it electric. pic.twitter.com/oL0Gk0gVDkSupernova showed what’s possible when inference isn’t the bottleneck. Real-time AI Agentic workflows Qwen: the fastest open-weight reasoning model, now running in real time
Big thanks to the devs, startups, customers, and partners who made it electric. -

AI-Written Code and Developer Orchestration at Anthropic
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Behind the scenes fireside with Anthropic and the press: “Over 70% new of pull requests are now AI written” “Developers are orchestrating Claude Code now”
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Using Claude 4 to Convert GitHub Issues into Pull Requests
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Just @ Claude in Github to go from an issue to a PR fix
— Alex Albert (@alexalbert__) 22 mai 2025
Crazy how well this works with Claude 4 pic.twitter.com/uze199azwOJust @ Claude in Github to go from an issue to a PR fix Crazy how well this works with Claude 4
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Claude 4 AI Code Model Released
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Le meilleur modèle du monde de code vient de sortir ! Claude 4 !! On test tout ça maintenant sur twitch!
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Claude Keynote Showcases AI Coding Capabilities at Conference
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If you’d like to see these capabilities in action, catch up on the keynote from today’s conference, Code with Claude: