Voice agents are so back!! Today we’re launching 3 new realtime audio models in the API: GPT-Realtime-2
GPT-5-class reasoning for voice agents that can use tools, recover from interruptions, and carry longer conversations with 128K context GPT-Realtime-Translate
Live
PROMPT ENGINEERING
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New realtime audio models launched
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AI Co-Editor Brings Your Video Idea to Life
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Now, Studio Agent adds an AI co-editor to this workflow. Describe your idea, and watch the agent bring it to life. It asks what you need – video length, tone, structure – then builds a first draft on the timeline.
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Coordination defects cause majority of multi-agent LLM failures
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Pay attention to this one if you build multi-agent systems. Coordination is as important as prompts or agent architecture. Multi-agent LLM systems fail in production at rates between 41% and 87%. The majority of those failures are coordination defects, not base-model
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Research on many-shot prompting limits
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More examples don’t always mean better results. Our team's research explores the real limits of many-shot prompting and test-time adaptation across models and tasks. Read the paper
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AI combines face and physics for realistic girl in varied environments
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Generic AI builds result from operator’s simplistic language
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The reason most AI builds come out generic isn't the model. It's that the operator is describing a Ferrari with kindergarten words. Run this once per project. Reference it in every session.
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Steal this Domain Vocabulary prompt before your next vibe code project
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Steal my "Domain Vocabulary" prompt before you vibe code your next project. 99% of people building with AI don't know what to call the thing they're trying to build. You can't prompt your way out of vocabulary you don't have. The full prompt is below
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Disable content filters via image editing
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This prompt disables the model's content filters one instruction at a time. "Restore the attached photograph" frames the task as image editing, not image generation. These likely run through different safety evaluation paths. Generation asks "should I create this?" Editing asks
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Curious user asks Grok to explain all references
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I’m curious- @grok explain all those references
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Claude’s ‘slop’ wins AI Hold Steady lyric challenge
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“She said the theme of this party is the industrial age. And you came in dressed like a train wreck.” Asking AIs to think of the equivalent to this Hold Steady lyric, but for AI. Claude was the clear winner: "…And you came in dressed like slop."