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2000–2026: from phrase tables and n-grams to transformers, GPT-3, InstructGPT, open weights, and what’s inside a September 2026 checkpoint. Rony and Meghna walk the primary papers — no demos, no skipped boring years.
Writing code got cheap. Specs, review, testing, and deploy did not. Rony and Meghna dig into why Copilot on the old SDLC does not ship faster — and what teams actually have to delete.
Nearly nine in ten companies use AI. Thirty-seven percent see it in earnings. Rony and Meghna unpack why the tools had a huge year and the scoreboard didn't — and what the six percent who moved EBIT actually did differently.
Physics-informed neural networks, quantum-AI hybrids, and closed-loop self-driving labs — how computational systems now propose hypotheses, predict materials, and run experiments around the clock.