Correctly bingoes a 3 paragraph communication to a federal agency written 15 years ago where all biographical hints were replaced with [REDACTED FOR PURPOSE OF EVAL].
PROMPT ENGINEERING
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Max AI Platform Evolution: Claude Code and Agent Capabilities
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When we launched Max a year ago, it didn't include Claude Code, Cowork didn't exist, and agents that run for hours weren't a thing. Max was designed for heavy chat usage, that's it.
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System prompt improvements enhance model reliability
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The .20 update has a few system prompt improvements that improve reliability across all models. Working on it!
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Model Search Behavior in Agentic AI Systems Lacks Relevance
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But then the search attempt it makes prior to generating during the Thinking step has zero relevance, and that doesn't sit right with me. The model is already agentic enough to search for the relevant and correct info to pass it to the image model's context, and it's not doing
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Comparing AI Model Capabilities Across Different Conversation Sessions
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Did you do this in the same conversation as a prior gen?
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School maze worksheet with blue pen solution and ChatGPT Images 2.0
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"School worksheet with maze, 32 wide by 48 tall, rows and columns numbered, no unreachable rooms, solution in blue pen, name field reads 'ChatGPT Images 2.0' in cursive at top" Note the fusion of code and imagegen this task requires.
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Leap-finetune demonstration request for AI model optimization
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Amazing, please do another one with leap-finetune!
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Claude Code director explains agent workflow and improvement system
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The director of Claude Code shared his workflow He explains how he plans complex tasks, divides work with subagents, a continuous improvement system based on errors, and much more Here it is for you to save
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Model Weights Alone Reveal Identity Without System Prompts
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To head off the obvious question: This was conducted via the API and so it should not have hidden memory/system prompts/etc which leak the identity of yours truly to the model. The model weights, alone, got it to enough information.
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Time Machine App Uses OpenAI Image Generation for Panoramic Exploration
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Built a time machine powered by OpenAI’s new image generation model.
— Pietro Schirano (@skirano) 21 avril 2026
Describe where and when you want to go, and it creates an immersive panoramic world you can explore.
Just bring your API key. 👇 pic.twitter.com/vdShfeC2UFBuilt a time machine powered by OpenAI’s new image generation model. Describe where and when you want to go, and it creates an immersive panoramic world you can explore. Just bring your API key.