Karpathy's 'autoresearch' agent did not improve its own code, but it points towards systems that could as well as towards way ...

How LinkedIn replaced five feed retrieval systems with one LLM model — and what engineers building recommendation pipelines can learn from the redesign.

Ferrovial (FER) pivots to US toll roads for inflation-linked cash flows, but valuation looks full and execution risks rise.