Key Takeaways Introduction Many marketers believed AI search would kill web traffic. However, new data from Shopify proves otherwise. In fact, AI search traffic and merchant orders tripled this past quarter. Furthermore, Shopify President Harley Finkelstein says AI helps Google search. It does not replace it. Instead, AI search sends ready buyers straight to product…
A major DeepSeek API price hike is coming soon according to a new developer notice. In an official update, DeepSeek warned that rates will increase significantly in the near term. Key Takeaways Floor Raising: A major DeepSeek API price hike is officially coming soon. As a result, ultra-low baseline pricing is ending. Unit Economics Strain:…
Key Takeaways The Executive Departure: Google Chief Scientist Jeff Dean and senior researchers Sanjay Ghemawat, Oriol Vinyals, and Quoc Le have exited Google DeepMind after 27 years to co-found Discovery Loop.The Technological Shift: Structured as a Public Benefit Corporation, Discovery Loop focuses on automated scientific discovery, replacing human-led trial and error with parallel, AI-driven experimental…
Key Takeaways Shift from Intelligence to Usefulness: AI evaluation is moving away from raw parameter scale and generic leaderboards toward real-world performance testing in noisy, localized deployment scenarios. Flaws in Generic Benchmarks: Standard global leaderboards often mask severe localized errors. Studies referenced by Analytics India Magazine show top transcription models suffer word error rates above…
