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...
The Coreprint of Intent: How AI Objective Functions Shape Machine Intelligence
The operational identity of large language models isn't accidental—it's the direct result of deliberately structured objective functions that serve as semantic anchors, shaping raw probability into coherent intelligence through recursive alignment processes.