The Supreme Intelligence, also known as the Supremor, was created more than a million years ago by the extraterrestrial race known as the Kree.
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History
The Supreme Intelligence was created to help the Kree create a Cosmic Cube like the Shaper of Worlds that their enemies, the Skrulls, had once created. It is composed of the brains of the greatest Kree minds (thinkers, generals, philosophers, scientists and so on), removed upon their deaths and assimilated by the super-computer in a process called "Supremorization."
The Supremor realized long ago that the Kree had reached an evolutionary dead-end. Its main concern became to find a way to jump-start its race's evolution. The Kree experimented on a multitude of races hoping to find a way to evolve themselves and turn these experiments, the Inhumans, into bio-weapons against the Skrulls. However, when downloading the data about the experiments the Supremor saw a prophecy about the Midnight King rising from the experiments who would bring the end to the Supremor. The Intelligence then ordered the execution of the experiments and the scientists behind them, but because of the data was left uncompleted five of the experimented races evaded genocide. The Intelligence then formulated a new plan to jump-start their evolution. Its manipulations of the human Rick Jones and the Kree hero Captain Mar-Vell were part of this process, especially since it was aware of the evolutionary potential of the human race, especially the Destiny Force, which it helped awaken in Rick Jones.
It orchestrated events so that Jones and Mar-Vell had to share the power of the "Nega-Bands" and then, as the Supremor, challenged them in battle at the same time, intending to defeat them in time for their minds being ravaged by the Millennia Bloom, leaving them mindless soldiers which the intelligence would then have use to destroy Earth, so that no Earth human could ever arise with power matching its own, and absorb Jones's potential. These plans it had for Jones and Mar-Vell were foiled when Jones activated the Intelligence's ship's weapons systems to cause a solar flare from Hala. The Intelligence was forced to divert all of its energy into the planetary shields, leaving it and all of the Kree powerless and unconscious.
After the Supreme Intelligence realized that all of the Skrulls lost their ability to shapeshift following the detonation of the Hyperwave Bomb, it plotted a new campaign for a second war between the Kree and the Skrull. It also acquired the Soul Gem which it used to balance the blue and pink Kree components within itself and also used it to absorb Silver Surfer's soul. However, the Surfer escaped and managed to remove the Soul Gem from the Supreme Intelligence causing the being's sanity to shatter, and leaving Nenora to lead the Kree Empire. The war finally ended when Nenora was exposed as Skrull spy.
The Contemplator began restructuring the Supreme Intelligence's scrambled consciousness who was then taken over by the Elder's mind. Luckily, a Cotati wizard liberated the Supreme Intelligence, but manipulated the being into appointing Clumsy Foulup as the leader of the Kree. However, it later regained its post as the supreme leader.