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
From pain points to power plays. 1. Executive strategic brief This strategic brief provides a comprehensive assessment of a proposed paradigm shift in the organization’s approach to data governance. It evaluates the strategic efficacy of moving from traditional, comprehensive methodologies to a pragmatic, “scar-driven” model. The analysis culminates in a Read more