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Daily edition · AI Research

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TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.

28 Oct 2026 edition

1052 articles · 6 sources · 1047 papers ·

Top topics: AI · AI Research · Information Retrieval

AI Research AI Python

How to Make AI Work for End-to-End Business Processes

From simplifying workflows to connecting knowledge and rules, coordinating AI agents, and delivering measurable business results. The post How to Make AI Work for End-to-End Business Processes appeared first on Towards…

Source: Towards Data Science Weiwei Hu
AI Research AI Python

Where a Cell Sits Matters More Than How Many There Are

Using spatstat raster layers and point process models to ask how neurons, astrocytes and microglia sit relative to each other The post Where a Cell Sits Matters More Than How Many There Are appeared first on Towards…

Source: Towards Data Science Daniel Manrique Castano
AI Research AI Python

Your RAG Pipeline Is Missing a 1994 Algorithm

Embeddings know that "broken" means "defective". They may not notice that ZX-4821 is not ZX-4812. The post Your RAG Pipeline Is Missing a 1994 Algorithm appeared first on Towards Data Science.

Source: Towards Data Science Spyros Georgopoulos
AI Research AI

Dynamic Multi-Step Decoding for Time-Series Foundation Models

arXiv:2610.34409v1 Announce Type: new Abstract: Time-series forecasting models typically use a fixed decoding strategy at inference time: either one-shot prediction of the full horizon or autoregressive rollout over…

Source: arXiv cs.LG Birmjune Kim, Hyungju Lee, Hyun Oh Song
AI Research AI

SCAFFOLD under Hessian Similarity: Sharp Convergence Rates

arXiv:2610.35663v1 Announce Type: new Abstract: One of the main challenges of federated learning is heterogeneous data split among the clients, leading to biased local updates called client drift. The SCAFFOLD algorithm…

Source: arXiv cs.LG Zhirayr Tovmasyan, Slavom\'ir Hanzely, Egor Shulgin, Peter Richt\'arik, Sebastian U. Stich
AI Research AI

On the stability of learning

arXiv:2610.35856v1 Announce Type: cross Abstract: Learning algorithms are usually analyzed under the assumption that informative gradients are continuously available. But this is not always true---learning signals in…

Source: arXiv cs.LG John J. Vastola
AI Research AI

SATFormer: Learning When to Use Early Value Residuals in Transformers

arXiv:2605.03953v3 Announce Type: replace Abstract: Recent Transformer architectures expose later layers to representations computed in earlier layers, motivated by the observation that low-level features can become…

Source: arXiv cs.LG Skye Gunasekaran, T\'ea Wright, Rui-Jie Zhu, Jason Eshraghian
AI Research AI

High-resolution tactile observation makes hidden racket-control mechanisms learnable

arXiv:2610.35563v1 Announce Type: new Abstract: Experts can master fine hand-object manipulation skills, yet limited conscious perception of rapid tactile interactions hinders their ability to articulate the underlying…

Source: arXiv cs.LG Haoyang Tian, Zhengwei Li, Houcheng Li, Xu Yang, Peigeng Gu, Xinyue Wang, Tairan Zhu, Shuo Jiang, Long Cheng
AI Research AI

Trust Region Continual Learning as an Implicit Meta-Learner

arXiv:2602.02417v3 Announce Type: replace Abstract: Continual learning aims to acquire tasks sequentially without catastrophic forgetting, yet standard strategies face a core tradeoff: regularization-based methods…

Source: arXiv cs.LG Zekun Wang, Anant Gupta, Christopher J. MacLellan

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