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This week on Tech 4 Thought, we kept it casual and zoomed in on four big themes: agentic AI that actually works in the wild, Sora & Sora 2 updates, where LLMs are headed next, and why the Model Context Protocol (MCP) keeps popping up in dev roadmaps.

📚 Topics Covered:
• Agentic AI IRL: plan → act → reflect → retry; when short chains beat long ones; tool use that actually sticks
• Sora 2: what’s new, creative workflows, and production pitfalls (latency, consistency, control)
• LLMs: routing vs. one-model, context windows, evals, and what “good enough” means for teams
• MCP (Model Context Protocol): portable tools/data, lighter lock-in, and easier app distribution
• Safety & Governance: approvals, audit logs, and cost caps for agent workflows

💬 Reactions, takeaways, and hot takes from the whole Tech 4 Thought crew—plus your comments on where agentic AI and Sora 2 are actually useful.

🔗 Show notes & socials: https://linktr.ee/tech4thought

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