Emerging Topics (2015-2023)

Cutting-edge research directions and future opportunities.

Long Context & Scaling

• LongNet: Scaling Transformers to 1M tokens - Extended context windows

Agent Systems

• ReAct: Synergizing Reasoning and Acting in Language Models - Agent reasoning framework
• Generative Agents: Interactive Simulacra of Human Behavior - Agent simulation

Knowledge Distillation

• Distilling the Knowledge in a Neural Network - KD fundamentals
• ONNX: Open Neural Network Exchange - Model portability

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Key Insight: These emerging topics represent the frontier of AI research with significant potential impact.