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How to Spot AI Writing

AI writing now spans nearly every format, with large language models mimicking authors, generating text at scale, and adapting to any style—raising urgent questions about how readers and editors can distinguish human from...

Symbio self fine-tuning AI loop

Symbio is an offline AI assistant for Apple Silicon that self-improves using LoRA fine-tuning—automatically retraining after every five user corrections, with no cloud dependency or subscription required.

A Safe Path to Open Weights

Thinking Machines released two open-weight AI models, Inkling and Inkling-Small, verified safe through internal and independent testing. Their release framework supports staged rollouts, ecosystem defenses, and research into...