For decades, the relationship between startups and software agencies has been transactional. A founder had a vision, hired a vendor, paid a fixed cost, and expected a product in return. The problem with that model was never the talent or …
The enterprise world is entering an era where artificial intelligence is no longer a single tool sitting in the IT department. It is becoming the invisible operating system of every business function. The next decade will not be defined by …
The race to build intelligent software has entered a new stage. For the last three years large language models have dominated the imagination of builders and investors. They showed the first real glimpse of general language understanding at scale and …
Software as a service is no longer only a delivery model for applications. It is becoming a delivery model for reasoning, decision support, automation, and conversation. The world that is forming is one where every meaningful business workflow has an …
Large language models opened a new door for knowledge heavy industries. Yet the reality is that a general model is rarely suitable for regulated or high consequence use. Domain specific pipelines are not about fine tuning for vanity. They are …
Context windows are the silent tax of the AI era. Every message passed into a model is not only an input, it is a recurring cost item. The wider the context window the more expensive every single call becomes. Product …
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