Short-Term Predictions (1-3 Years) Widespread AI Literacy Initiatives: Governments, educational institutions, and companies will roll out basic AI literacy programs targeting underserved populations. AI Tools Become Ubiquitous: LLMs will integrate into everyday platforms like search engines, workplace software, and personal assistants. Emergence of Ethical Frameworks: Ethical guidelines for AI...
AuthorJohn Deacon
Independent AI research and systems practitioner focused on semantic models of cognition and strategic logic. He developed the Core Alignment Model (CAM) and XEMATIX, a cognitive software framework designed to translate strategic reasoning into executable logic and structure. His work explores the intersection of language, design, and decision systems to support scalable alignment between human intent and digital execution.
This article was composed with Cognitive Publishing
More info at bio.johndeacon.co.za