Are World Models the Next Big Thing? | Merve Noyan
Skills:
Staying Current in AI90%
In this clip, Merve breaks down her predictions on ai for 2026 and explains why it matters in practice.
Merve goes deep on world models, VLA systems, and on-device agentic models.
Chapters:
- 00:00 Your Predictions on AI for 2026
- 00:18 World Models
- 00:56 World Labs
- 02:13 Observations, State, and Action
- 03:01 V-JEPA 2
- 03:28 Vision-Language-Action Models
- 04:26 PaliGemma for Action
- 05:53 OpenClaw
- 06:32 On-Device Agents
Topics covered:
- World Models
- Genie 3
- World Labs
- Observations, State, and Action
- V-JEPA 2
More from Merve Noyan:
- Merve on X — https://x.com/mervenoyann
- Vision Language Models (O'Reilly) — https://www.oreilly.com/library/view/vision-language-models/9798341624030/
Sources mentioned:
- World Models — https://arxiv.org/abs/1803.10122
- Genie 3: A new frontier for world models — https://deepmind.google/discover/blog/genie-3-a-new-frontier-for-world-models/
- About World Labs — https://www.worldlabs.ai/about
- V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning — https://arxiv.org/abs/2506.09985
- Physical AI with World Foundation Models | NVIDIA Cosmos — https://www.nvidia.com/en-us/ai/cosmos/
- RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control — https://arxiv.org/abs/2307.15818
- PaliGemma: A versatile 3B VLM for transfer — https://arxiv.org/abs/2407.07726
- OpenClaw documentation — https://docs.openclaw.ai/index
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