Smart AI

From Halopedia, the Halo wiki

"Smart" AI is the colloquial term in the UNSC for AIs which have no limitations in their dynamic memory-processor matrix.

Characteristics

Intelligence

Due to their uninhibited matrix design, "smart" AIs proved capable of intelectual development. This was manifested in that they could both learn from and adapt to situations and events. Conversely, their opposites, the so-called "dumb" AIs, which while experts in their programmed fields could not.[1]

Lifespan

Another feature which stemmed from their unusual nature was a limited lifespan. After a period of or about seven years, "smart" AIs begin to process such an overload of data that function under normal parameters is no longer possible. This excess leads to all operational functions being subordinated to their thought process which, in the end, proves terminal.

An apt analogy to this would be a human brain devoting so much of its work towards thought that to allow for this neural signals to vital organs cease. In this way the AIs quite literally 'think' themselves to death. This trait was able to be forestalled in later generations of "smart" AI such as Deep Winter.

Known "Smart" AIs

Sources