If you are feeding structured data into an LLM, there is a good chance you are paying a JSON tax — and you do not need a new format to fix it. Introduction JSON is great for APIs, storage, and application logic. But inside large language model (LLM) pipelines, it often carries a lot of […]
For a long time, it looked like OpenAI and ChatGPT were the only kings of the mountain. But 2025 changed the game! Google used its massive brainpower and deep pockets to catch up and zoom past the competition. This isn’t just a win for a big company—it is the start of a bright new future […]
Western frontier AI models are incredibly powerful, but their obsession with safety has created a fatal flaw for enterprise security. They have become so sanitized—so rigidly “woke” in their guardrails—that when a company is under a live cyber attack, these multi-billion-dollar systems might just freeze up. Instead of rolling up their sleeves to defend the […]