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Daily edition · AI Research

The daily ledger

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

12 Oct 2026 edition

433 articles · 4 sources · 429 papers ·

Top topics: AI · AI Research · Information Retrieval

AI Research AI Python

We Specified an AI Agent in 2016. We Called It Analytics.

Re-reading my own IBM patent on real-time concert feedback as what it actually was: an agentic loop with multimodal perception, memory-grounded inference, and a human in the loop. What it got right, and what a decade of…

Source: Towards Data Science Mario Noioso
AI Research AI

Discovering Phase Space Structure in Learned Hamiltonian Systems

arXiv:2509.23003v3 Announce Type: replace Abstract: Mechanics-inspired neural dynamical models improve interpretability and physical consistency, but they usually assume a known configuration space, fixed physical…

Source: arXiv cs.LG Yulong Yang, Jiayin Liu, Vineet Bansal, Christine Allen-Blanchette
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Amortized Counterfactual Prediction with Graph Neural Networks

arXiv:2610.13724v1 Announce Type: new Abstract: Counterfactual inference asks how an observed outcome might have differed under different circumstances, such as whether a patient would have recovered had they received a…

Source: arXiv cs.LG Hendrik Stumpf, Francesco Quinzan
AI Research AI

Particle-based Generalised Stochastic Optimisation

arXiv:2608.02844v2 Announce Type: replace-cross Abstract: We develop a class of general diffusion-based stochastic particle optimisation methods for loss functions with intractable gradients. Specifically, we consider…

Source: arXiv cs.LG Jiechen Jackie Zhang, O. Deniz Akyildiz

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