infrastructure
5 articles tagged with "infrastructure"
Tech Feeds
Why LinkedIn says prompting was a non-starter — and small models was the breakthrough
LinkedIn is a leader in AI recommender systems, having developed them over the last 15-plus years. But getting to a next-gen recommendation stack for the job-seekers of tomorrow required a whole new t...
How infrastructure outages in 2025 changed how businesses think about servers
In 2025, many companies learned a practical lesson about infrastructure reliability. What stood out was not that failures happened — outages have always existed — but how broadly and deeply their impa...
Stop calling it 'The AI bubble': It's actually multiple bubbles, each with a different expiration date
It’s the question on everyone’s minds and lips: Are we in an AI bubble? It's the wrong question. The real question is: Which AI bubble are we in, and when will each one burst? The debate over whether...
Why reinforcement learning plateaus without representation depth (and other key takeaways from NeurIPS 2025)
Every year, NeurIPS produces hundreds of impressive papers, and a handful that subtly reset how practitioners think about scaling, evaluation and system design. In 2025, the most consequential works w...
When protections outlive their purpose: A lesson on managing defense systems at scale
User feedback led us to clean up outdated mitigations. See why observability and lifecycle management are critical for defense systems. The post When protections outlive their purpose: A lesson on man...