A critical analysis reveals how today's AI systems face three converging challenges: their tendency toward unreliable hallucinations, prohibitively expensive development costs, and dangerous power concentration among tech giants. These issues threaten to undermine AI's transformative potential and demand urgent industry-wide solutions.