For years, the gold standard in AI was "hoard everything, sort it later." But as we move into 2026, I’m seeing this strategy backfire for dozens of companies. In my recent audits at the lab, I’ve seen CTOs burning $10k-$15k monthly on cloud s…

We all know that training massive LLMs consumes an incredible amount of power. But as we move further into 2026, the focus is shifting from pure accuracy to "Energy-to-Solution" metrics. I’ve spent some time researching how the industry is pi…