2026 signals
Where the field is moving:
- Multimodal LLMs (text + image + audio)
- On-device small language models
- AI agents and tool use
- Retrieval-augmented generation at scale
- AI governance and safety
What to bet on
How to allocate your learning time:
- 70% on foundational skills that don't age
- 20% on trends with 3+ year traction
- 10% on experiments
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