January 16, 2026 front

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Stories from January 16, 2026 (UTC)

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1.	Future-as-Label: Scalable Supervision from Real-World Outcomes (arxiv.org)
	17 points by bturtel 261 days ago \| hide \| past \| pdf \| discuss
2.	Control Flow Integrity for Computer Use Agents (arxiv.org)
	1 point by iliaishacked 261 days ago \| hide \| past \| pdf \| 1 comment
3.	Learning Latent Action World Models in the Wild (arxiv.org)
	1 point by saswatms 261 days ago \| hide \| past \| pdf \| discuss
4.	Towards a Science of Scaling Agent Systems (arxiv.org)
	1 point by handfuloflight 262 days ago \| hide \| past \| pdf \| 1 comment