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The Biography of Artificial Intelligence: Timeline, People and Technology

2026-08-15 by EcoFin

Evolution of artificial intelligence from vacuum-tube computers and early neural networks to silicon chips, data centers and robotics

Artificial intelligence was imagined by people, built from physical materials and trained on human-created data. Engineers designed the machinery and the learning process, but they did not manually program every capability that emerged. The biography of AI is therefore not the story of a machine that suddenly became alive. It is the story of several scientific family … [Read more...] about The Biography of Artificial Intelligence: Timeline, People and Technology

AI Glossary 2026: AI Capex, Data Centers, Language Models, Agents and Robots Explained

2026-08-14 by EcoFin

AI data center connected to machine learning, autonomous vehicles, a humanoid robot, robot dog, industrial robot, drone and unmanned aircraft

Artificial intelligence is not one product and not one industry. It is a family that begins with electricity, land, semiconductors and data centers; develops through machine learning and foundation models; reaches users through copilots, agents and automation; and finally moves into the physical world through industrial robots, humanoids, robot dogs, autonomous vehicles, … [Read more...] about AI Glossary 2026: AI Capex, Data Centers, Language Models, Agents and Robots Explained

AI Depreciation: The Hidden Cost Behind the Boom

2026-08-06 by EcoFin

AI accelerator, data center servers and a six-year replacement clock illustrating depreciation and market consolidation

AI infrastructure may remain technologically useful while its economic value falls faster than its accounting life, creating a replacement burden that favors strong balance sheets. AI’s Hidden Replacement Bill: Could Depreciation Trigger a 2001-Style Market Shakeout? The first phase of the artificial-intelligence boom was about how much companies … [Read more...] about AI Depreciation: The Hidden Cost Behind the Boom

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