The Future Landscape
```text ANTICIPATING AI EVOLUTION:
NEAR TERM (6-12 months): - Multimodal mastery - Agent orchestration - Real-time adaptation - Specialized models
Skills to build: - Visual prompting - Agent coordination - Dynamic workflows - Domain expertise
MID TERM (1-3 years): - AI collaboration networks - Autonomous workflows - Predictive systems - Embedded intelligence
Skills to build: - System design - Workflow architecture - Quality assurance - Ethical guidance
LONG TERM (3-5 years): - AGI interaction - Cognitive partnership - Reality augmentation - Consciousness questions
Skills to build: - Philosophy of mind - Ethical frameworks - Human uniqueness - Collaboration models
PREPARATION STRATEGY: - Build foundations now - Stay curious always - Embrace uncertainty - Focus on principles ```text
The Skill Stack Evolution
```text YOUR EVOLVING EXPERTISE:
FOUNDATION LAYER (Permanent): - Clear thinking - Problem decomposition - Pattern recognition - Communication skills - Ethical reasoning
ADAPTATION LAYER (Evolving): - Model familiarity - Technique library - Tool proficiency - Integration skills - Optimization methods
INNOVATION LAYER (Emerging): - Novel applications - System design - Workflow creation - Team multiplication - Thought leadership
CONTRIBUTION LAYER (Future): - Knowledge sharing - Community building - Standard setting - Ethics guidance - Human advocacy
BUILD IN PARALLEL: - Deepen foundations - Expand adaptations - Explore innovations - Prepare contributions ```text