Traditional e-commerce visualization relies on static 3D spins or pre-rendered videos, which fail to convey material properties such as stiffness, flexibility, or sole compression. This lack of tactile feedback creates a “trust gap” for online buyers. In this paper, we introduce PhysiGen, a “What If?” viewer that allows users to apply virtual forces to product models. Leveraging a novel Action-Conditional Reconstruction technique, our system utilizes a physics-informed world model to generate short video sequences of deformation (e.g., shoe […]

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arXiv:2601.04216v1 Announce Type: new Abstract: This paper tackles practical challenges in governing child centered artificial intelligence: policy texts state principles and requirements but often lack reproducible evidence anchors, explicit causal pathways, executable governance toolchains, and computable audit metrics. We propose Graph-GAP, a methodology that decomposes requirements from authoritative policy texts into a four layer graph of evidence, mechanism, governance, and indicator, and that computes two metrics, GAP score and mitigation readiness, to identify governance gaps and prioritise actions. […]

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You know after working on multiple products and building things for a while, I always been thinking about this whole sprint thing that everyone’s doing. Like every company, every team just follows this two-week sprint cycle because that’s what everyone else is doing, and it’s just makes me think a lot like what they really get from doing things like this. Because honestly most of the time these sprints doesn’t really have any impact on your actual productivity […]

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arXiv:2601.05300v1 Announce Type: new Abstract: Reasoning oriented large language models often expose explicit “thinking” as long, turn-global traces at the start of every response, either always on or toggled externally at inference time. While useful for arithmetic, programming, and problem solving, this design is costly, blurs claim level auditability, and cannot re-trigger explicit reasoning once the model begins presenting. Dialogue models are also largely blind to temporal structure, treating replies after seconds and replies after weeks as equivalent […]

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This is Rudhyar’s major philosophical and psychological work, the concentrated outcome of a lifetime concerned with the most basic problems of human existence and the meaning of radical social-cultural crisis mankind is experiencing. Rudhyar has been for years an apostle of world integration based on the interpretation of Eastern and Western concepts and attitudes to life. He sees emerging a global society, and through the world-wide interaction of all cultures, a new type of “planetary” consciousness which for […]

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Growth in the use of AI services has been astonishing; we expect it to be even more astonishing going forward. As AI gets smarter, access to AI will be a fundamental driver of the economy, and maybe eventually something we consider a fundamental human right. Almost everyone will want more AI working on their behalf. To be able to deliver what the world needs—for inference compute to run these models, and for training compute to keep making them […]

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At Serokell, we have a dedicated team working on GHC. The primary goal is to help add dependent types to Haskell, as outlined in GHC proposal #378, Design for Dependent Types. This is a complex undertaking with a wide range of challenging problems. The aim of this blog series is to provide regular updates on the work we have done, the obstacles we have encountered, and the breakthroughs we have achieved. You can find the previous edition here. […]

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