One company in the AI space is claiming the performance of a supercar using the energy of an electric scooter, and the market just responded with an explosive 155% single-day stock surge. We're diving into GSI Technology (GSIT), a little-known chipmaker that just dropped a bombshell study showing its new tech is a potential game-changer for energy-guzzling data centers. But here's the conflict: this revolutionary technology story is colliding with an unprofitable balance sheet, creating an immense, high-stakes valuation gap. We break down the historic breakout volume, the flashing 'overbought' warning signal, and the critical price zones bulls must defend to see if this stock has a sustainable first-class ticket to the future, or if a massive short-term pullback is inevitable.