As AI infrastructure scales past GPU constraints, supply chain bottlenecks are shifting to memory, power equipment, and data center land—creating 2027-2028 pricing opportunities the market hasn't yet valued.
Three years ago nobody would lend billions against GPUs. Now the paper is rated A3 and sits in insurance portfolios.
Wafer, an AI inference optimization startup, raised $40 million in Series A funding to automatically optimize AI workloads across multiple hardware accelerators and reduce inference costs.
Seven lessons from Matic's co-founder on their journey building robots that are actually deployed and loved in homes
The Real Cost of Blackwell Racks: From $5M Purchase Price to $2.56–$3.84 Per GPU-Hour
Why GPU FLOPS Don't Determine Inference Cost: Memory, Bandwidth, and Fabric Architecture Drive Real Performance
Outer’s combination of a novel skin platform, data generation, and machine learning-guided discovery takes the guesswork out of finding new bioactives that dramatically improve skin health.
A layer-by-layer map of where the dollars land when the price of intelligence collapses.