All posts — page 11
기술 인사이트
AIs Keep a Mistake Log Too: How XConf Grades Confidence by Looking at Past Performance
XConf stops judging an answer by its reasoning alone and instead pulls up the model's track record to score how likely that answer is to be right. It calibrates confidence better than existing methods while costing a tenth of what self-consistency does.
기술 인사이트
Skill That Survives a Model Swap: Where AI Agent Self-Improvement Should Aim
When an AI agent rewrites its own "working skeleton," how do you tell whether it learned a test-taking trick or real skill? ModularRSI answers by checking whether the gains survive when you swap out the brain model.
기술 인사이트
How Chatbots Fake a Memory
Why chatbots forget your conversations, and how to fix it. We walk through the code for storing conversations safely and keeping them from getting scrambled when you pick up the thread across multiple devices.
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