On the eve of the provincial civil service exam, I tested GPT 5.4 Pro, Gemini 3, Claude Opus 4.6 and other top AIs on pattern reasoning questions. They all failed spectacularly — some even resorted to searching for answers online. What fatal blind spot does this expose in current AI?

Model Council and Computer are genuinely impressive, but is a $200/month multi-model agent really worth paying for?

HuggingFace spent 12.7 GPU-years running 90 controlled experiments, finally turning the 'alchemy' of synthetic data for LLM pretraining into reproducible 'chemistry.'

From 0 to 100K stars in two months, legal notice from Anthropic, crypto scammers hijacking the brand - this open-source lobster's transformation is more dramatic than a TV series

A 60,000-star open source project forced to rename, hijacked by crypto scammers within 10 seconds, a $16 million fake token crash - this 72-hour storm exposed the fragility and absurdity of the open source ecosystem in the AI era