Turkish police stormed the Istanbul offices of the main opposition Republican People's Party's (CHP), using shields and pepper spray to enforce a court ruling ousting provincial head Ozgur Celik. Party members barricaded themselves inside with furniture to block police. Nepal'Gen Z' protest death toll climbs, parliament stormed Israel wants to'destroy Gaza City, not occupy it'

Nepal'Gen Z' protest death toll climbs, parliament stormed NewsFeed Nepal'Gen Z' protest death toll climbs, parliament stormed At least 19 people have been killed in clashes between security forces and protesters in Nepal. Mostly young'Gen Z' demonstrators took to the streets and stormed parliament amid anger over a social media ban and corruption. Israel wants to'destroy Gaza City, not occupy it'

Al Jazeera's Kamal Hyder joined aid workers on a boat as they delivered food and important medical supplies to people who have lost everything as Pakistan's flood-ravaged Punjab province braces for even more heavy rain over the next two days. Nepal'Gen Z' protest death toll climbs, parliament stormed Israel wants to'destroy Gaza City, not occupy it'

Six people were killed in a shooting attack by suspected Palestinian gunmen at a bus stop in occupied East Jerusalem. Israeli Prime Minister Benjamin Netanyahu visited the site, as Palestinian groups praised the attack without claiming responsibility. Israel wants to'destroy Gaza City, not occupy it'

A former Israeli soldier has created a video game based on the Gaza war, which he says aims to'humanise' Israeli troops. Scenes from the game's promo video depict the destruction in Gaza, which rights groups say Israeli soldiers already treat as if it were a video game. Israel wants to'destroy Gaza City, not occupy it'

What does survival look like inside Gaza City? 'How to stop Israel from starving Gaza' Israel wants to'destroy Gaza City, not occupy it' NewsFeed Israel wants to'destroy Gaza City, not occupy it' The level of destruction happening in Gaza City suggests Israel's goal is not to occupy it but to destroy it completely, says this Palestinian analyst.

What does survival look like inside Gaza City? 'How to stop Israel from starving Gaza' Video shows the moment an Israeli drone laden with explosives was flown into the minaret of a mosque in Deir el-Balah, central Gaza. Israel wants to'destroy Gaza City, not occupy it'

Research into whether drugs like ayahuasca can mitigate the effects of traumatic brain injury is in its infancy. Pro athletes like the Buffalo Bills' Jordan Poyer are forging ahead anyway. Roam the wide-open halls and cavernous showrooms of the Colorado Convention Center during Psychedelic Science, the world's largest psychedelics conference, and you'll see exhibitors hawking everything from mushroom jewelry, to chewable gummies containing extracts of the psychoactive succulent plant kanna, to broad flat-brim baseball caps emblazoned with "MDMA" and "IBOGA." Booths publicize organizations such as the Ketamine Taskforce and the Psychedelic Parenthood Community, and even, a live-action feature film looking to attract investors. It's a motley, multifarious symposium where indigenous-plant-medicine healers mingle with lanyard-clad pharma-bros, legendary underground LSD chemists, and workaday stoners tottering around in massive red and white toadstool hats that make them look like that cute little mushroom guy from . And yet, oddest among such oddities may be the sight of enormously burly NFL tough guys talking candidly about their feelings.

Colombia has been submerged in decades of armed conflict, yet until recently, the systematic documentation of violence was not a priority for the Colombian government. This has resulted in a lack of publicly available conflict information and, consequently, a lack of historical accounts. This study contributes to Colombia's historical memory by utilizing GPT, a large language model (LLM), to read and answer questions about over 200,000 violence-related newspaper articles in Spanish. We use the resulting dataset to conduct both descriptive analysis and a study of the relationship between violence and the eradication of coca crops, offering an example of policy analyses that such data can support. Our study demonstrates how LLMs have opened new research opportunities by enabling examinations of large text corpora at a previously infeasible depth.

Counting mitotic figures is time-intensive for pathologists and leads to inter-observer variability. Artificial intelligence (AI) promises a solution by automatically detecting mitotic figures while maintaining decision consistency. However, AI tools are susceptible to domain shift, where a significant drop in performance can occur due to differences in the training and testing sets, including morphological diversity between organs, species, and variations in staining protocols. Furthermore, the number of mitoses is much less than the count of normal nuclei, which introduces severely imbalanced data for the detection task. In this work, we formulate mitosis detection as a pixel-level segmentation and propose a teacher-student model that simultaneously addresses mitosis detection (Track 1) and atypical mitosis classification (Track 2). Our method is based on a UNet segmentation backbone that integrates domain generalization modules, namely contrastive representation learning and domain-adversarial training. A teacher-student strategy is employed to generate pixel-level pseudo-masks not only for annotated mitoses and hard negatives but also for normal nuclei, thereby enhancing feature discrimination and improving robustness against domain shift. For the classification task, we introduce a multi-scale CNN classifier that leverages feature maps from the segmentation model within a multi-task learning paradigm. On the preliminary test set, the algorithm achieved an F1 score of 0.7660 in Track 1 and balanced accuracy of 0.8414 in Track 2, demonstrating the effectiveness of integrating segmentation-based detection and classification into a unified framework for robust mitosis analysis.