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Posts Tagged → artificial intelligence

What Artificial Intelligence Actually Is

posted in AI & ML Fundamentals on October 17, 2026 by
Whiteboard opening frame headed You already live with AI, with boxes for ChatGPT, Google Translate and Netflix, crossing out the phrase replicating human behavior and thoughts and noting in red that it promises a robot brain the field never built, beside a green arrow pointing to the checked version.

TL;DR 30 sec6 min coredeep dive optional Artificial intelligence is a capability of computational systems, software that takes in information about its surroundings and works toward the goals it was given; the working definition promises no copy of a person, and the field’s record never delivered one. The field opened with a 1955 bet that… Continue reading →

AI History: Booms, Winters, and Revivals

posted in AI & ML Fundamentals on October 19, 2026 by
Whiteboard opening frame titled AI feels brand new with brand new crossed out in red, showing three boom humps with the first two slashed and labeled funding collapsed, the third in blue, and a green arrow reading the century fact-checked

TL;DR 30 sec7 min coredeep dive optional AI history is a hundred-year cycle of hype booms and funding winters, and the current wave is the field’s third boom: founded in 1956, frozen out in the 1970s and again from 1987, revived after 2012 on data, GPU compute and backpropagation. The groundwork predates the name by… Continue reading →

Narrow AI to Superintelligence: The Lines That Matter

posted in AI & ML Fundamentals on November 1, 2026 by
Opening board headed AI you have used, with the word NARROW over icons of a speech bubble, a star and a chat bubble, a side note about headlines promising general and super at the door, and a green line reading the checked map, exists, hypothetical, the lines, with the last word circled.

TL;DR 30 sec7 min coredeep dive optional Narrow AI, a system built for one defined task, is the only kind of artificial intelligence in use today, while general AI and superintelligence stay hypothetical and only two of the four functionality classes have members. Every deployed system, from voice assistants to chess engines to chatbots, handles… Continue reading →

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