From Symbolic AI to Reasoning LLMs: A Strategic Infographic Research Report 2025 From Symbolic AI to Reasoning LLMs Modern AI isn’t just a model—it’s an accumulated stack of breakthroughs. Explore the lineage from 1950s logic to 2025’s agentic systems, operational constraints, and the rise of governance. The Strategic Thesis We Read more
The Definitive NLP and LLM Reading Stack. A Strategic Research Report on Engineering, Hardware, and Governance in the Age of Artificial Intelligence. The phase transition to agentic reasoning The trajectory of Artificial Intelligence is not a linear accumulation of capabilities but a series of distinct phase transitions, each precipitated by Read more
Summary The trajectory of artificial intelligence stands at a definitive historical inflection point. For the better part of a decade, the field has been dominated by a singular, industrial logic: the “Age of Scaling.” This era, roughly spanning from the release of GPT-3 in 2020 to the saturation points observed Read more