The Daily AI Show How Gemini 3 Is Rewriting Prompting: It’s Not What You Think
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Nov 19, 2025 This episode dives into the groundbreaking launch of Gemini 3 and its innovative prompting techniques. Discover how it simplifies prompting with a preference for large single inputs and an objective-based approach. Major tech giants like Nvidia and Microsoft make headlines, while Alibaba launches its competitive Qwen chatbot. The hosts also explore new features from Poe and Replit, showcasing the power of Gemini 3. Plus, learn about the impressive context window capacity and the Gem Architect tool designed to create effective prompts.
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Big Prompts Beat Router Chains
- Gemini 3 prefers large, single “mega” prompts with clear guardrails rather than router-style prompt chains.
- Brian found a single 8,000-word prompt plus knowledge docs produced better, more forward-looking outputs than multi-prompt routers.
Model Rewrote My Router Into A Mega Prompt
- Brian fed Gemini 3 a complex client build and it rewrote his router approach into one mega prompt.
- The model even described itself as "we" and confidently rebuilt a single-prompt solution that outperformed his prior design.
Give The Model One Prime Directive
- Use an objective-based commander intent: one immutable prime directive that overrides other instructions.
- Define phases with explicit exit criteria and include deep-reasoning loops to self-check outputs before advancing.