Weekly Reads

PHINN-EEG: Topological Time-Series Analysis of Dream-State EEG -- Dynamic Betti Curves for Dream Content Classification and Topology-Conditioned Neural Signal Synthesis — Ren Takahashi, Emre Yusuf, Jayabrata Bhaduri
Current electroencephalography (EEG)-based dream detection relies on power spectral density (PSD) and statistical moment features, achieving a stat...
PanoWorld: Real-World Panoramic Generation — Haoyuan Li, Dizhe Zhang et al.
In this work, we aim to address the challenge of long-range memory in panoramic world models by exploiting the rotation-equivariant property of omn...
Scalable Visual Pretraining for Language Intelligence — Yiming Zhang, Zhonghan Zhao et al.
The rapid progress of large foundation models has been driven predominantly by pretraining on large-scale text corpora. However, many forms of know...
OpenLongTail: Generative Scaling of Long-Tail Driving Data — Lulin Liu, Nuo Chen et al.
Scaling robust driving policies is fundamentally bottlenecked by the scarcity of edge cases in curated datasets. While the real world continuously ...
Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models — Shravan Murlidaran, Miguel P. Eckstein
Vision language models (VLMs) have made remarkable progress in visual reasoning during the last decade. Most evaluations have used simple scenes (M...

How Deutsche Telekom is rewiring telecommunications with AI — OpenAI Blog
How Deutsche Telekom is becoming an AI-native telco with OpenAI-transforming customer service, employee workflows, network operations, and the futu...
Profiling in PyTorch (Part 3): Attention is all you profile — Hugging Face Blog
GPT-5.6 is now the preferred model in Microsoft 365 Copilot — OpenAI Blog
Learn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-qu...