
The AI Signal & The AI Noise
July 31 2026 - AI Price Wars, $100B Data Rush & LLM Security CrisisAI Price Wars, $100B Data Rush & LLM Security Crisis
OpenAI slashes GPT-5.6 prices (Luna -80%, Terra -20%), igniting a token-price race. A former OpenAI researcher predicts a $100B shift into curated training data. Google unveils Gemini Robotics 2 models. New research warns LLMs have a fundamental, possibly unfixable, security flaw.

