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].
LLMS
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Claude Code Integration Transforms Max and Agent Workflows
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Since then, we bundled Claude Code into Max and it took off after Opus 4. Cowork landed. Long-running async agents are now everyday workflows. The way people actually use a Claude subscription has changed fundamentally.
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Sharing intermediary checkpoints on Hugging Face
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very cool! are you sharing the intermediary checkpoint on hf for us to follow?
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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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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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OpenAI’s GPT-image shows significant quality leap on leaderboards
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Holy! I did not expect OpenAI’s GPT-image to be such a big jump in quality and leaderboards. OpenAI was cooking. Makes me even more excited for spud
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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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Claude Opus Identifies Writer by Stylistic and Biographical Tells
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Opus' rationale for the one it got right begins with the accurate and somewhat disconcerting "RATIONALE: Several strong stylistic and biographical tells point to Patrick McKenzie."