Thinking about investing in new AI IPOs? I’m seeing a huge contradiction. New models like Mamba are insanely efficient. They scale linearly, not quadratically like Transformers. This democratizes AI, letting smaller teams build powerful models for cheap. You can run a 70Billion parameter model on laptop having a 64MB GPU (with quantization).