Topic
New models, real capability shifts, and the papers worth knowing, translated out of the lab and into what it changes.
The capability gap between open and closed models is down to single digits. The gap between renting intelligence and running it yourself is not. The mid-2026 numbers on self-hosting, and the three cheaper ways to go open first.
Read featureThe geopolitics of frontier chips is loud, fast, and mostly above your pay grade. Strip out the headlines and one durable thing is left for a company that just deploys AI: a reason to stop betting your operation on a single provider you do not control.
Read featureA benchmark number is a measurement taken under conditions that are rarely yours. Reading a model card like an operator means re-reading every score against the job you actually need done.
Read featureThe frontier still takes the headlines. The more useful story is that good enough got cheap, and the real skill is now finding the smallest model that clears your bar and proving that it does.
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