Inference Economics, Energy & Hardware Race

AI infrastructure expansion remains constrained by uncertain utilization, power approvals, delivery risk, memory bandwidth, and increasingly complex financing. Volantis’s reported $88M raise and ambitious photonic-memory performance claims, plus the reported Amazon chip-offload possibility, Broadcom’s potential Anthropic chip-lease financing, and Oracle’s Wisconsin power delay, heighten scrutiny; operational terms and independent evidence remain limited.