All ai hardware coverage from The Sideline.
Groq is reportedly raising $650M as it pivots from chip hardware toward AI inference services—a rational bet in a brutal market, but the clock is ticking.
Snowflake's $6 billion AWS commitment isn't just a cloud spending story—it's a window into how agentic AI is quietly reshaping the chip market in ways the GPU hype cycle keeps missing.
Nvidia didn't plan to own AI infrastructure—it just happened to build the right parallel math hardware fifteen years before anyone needed it at scale. Here's what actually explains the moat, and where it's genuinely vulnerable.
Every ai hardware piece The Sideline has ever published.