Contemporary AI
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Contemporary AI lacks the imagination to diverge or negate in science
arXiv:2606.08251v1 Announce Type: new Abstract: Bold projections that artificial intelligence will accelerate scientific discovery have raced ahead of evidence from working scientists, and the field still lacks large-scale, scientist-in-the-loop tests of these claims. Here we mount the largest such evaluation to date and map what AI cannot yet do for science. We invited authors of 121,640 recent preprints across biology, medicine, chemistry, and the social sciences to judge follow-up ideas...
Beyond Prediction: Longitudinal Reasoning in EHR-Integrated Clinical AI
arXiv:2606.08413v1 Announce Type: new Abstract: We present a structured analysis of how contemporary clinical AI systems integrate electronic health record (EHR) data and the extent to which they support longitudinal clinical reasoning. Drawing on a curated corpus of clinical natural language processing (NLP) and EHR-integrated systems, we develop a coding framework that captures both technical integration strategies and reasoning-relevant representational features, such as trajectory...
TeleSWEBench: A Commit-Driven Benchmark for Evaluating LLM-Powered Software Engineering in Telecommunications
Announce Type: new Abstract: With the telecommunications field embracing zero touch management alongside novel O-RAN and AI-RAN frameworks, contemporary telecom networks now function as immensely intricate and heavily softwareized codebases. While automated software engineering (ASE) tools and Software Engineering (SWE) Agents hold the potential to alleviate the critical code generation bottleneck in this domain, their ability to navigate and modify specialized, mathematically rigorous...
Date nights, bookshops and perfect Prishtina: Dua Lipa shares her European travel recommendations
Are your summer holiday plans in need of New Rules? Dua Lipa has curated a list of where to go, eat and sight-see with Google Maps that you can download now. Do you foresee travelling around Europe in your Future (Nostalgia), but you’re not sure where to head?
Americans don't know how to fight AI so they're fighting data centers
On its surface, the national revolt against data centers seems simple: They are a nuisance, and people do not want them in their proverbial backyards. But I haven’t been able to let go of the idea that there must be something much deeper driving the backlash against them, and few other subjects have confounded me more than trying to figure out what to think about it. Americans don’t know how to fight AI.
HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark
arXiv:2606.01686v1 Announce Type: new Abstract: As generative platforms such as Suno and Udio reach human-grade audio quality, the scope of AI's utility has expanded across the entire music production workflow. Beyond simple track generation, these advancements have catalyzed the adoption of AI-driven methodologies in diverse forms. These include vocal synthesis, arrangement, and professional mastering.
Revealed: The most beautiful restaurants in Europe for 2026
The Prix Versailles architecture and design awards have revealed the World’s Most Beautiful Restaurants for 2026. Five European venues made the prestigious list, celebrating restaurants where striking interiors are every bit as memorable as the food. For many travellers, a memorable meal is about far more than what's on the plate.
Will Australia be taken for a ride in the AI and data centre boom?
analysis In the great data centre boom, will the benefits flow offshore again? Sun 7 Jun 2026 at 4:40am On the corner of Mamre Road and the yet-to-be-built South Link Road, in the western Sydney suburb of Kemps Creek, plans are afoot that could change the way the world works. It's here, in this picturesque semi-rural expanse, wedged between Sydney's rapidly growing outer suburbs and the new international airport at Badgerys Creek, that the AI boom has landed in Australia, with a thud.
Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery
arXiv:2606.08728v1 Announce Type: new Abstract: Mathematical reasoning has long served as a stringent test of machine intelligence; over the past decade, it has moved from a niche problem within NLP to one of the most consequential AI frontiers. This survey provides a unified account of the field's evolution, from early rule-based math word problem (MWP) solvers and template-driven geometry systems, through neural expression generation and LLM prompting, to contemporary reasoning models,...
SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders
arXiv:2606.08634v1 Announce Type: new Abstract: The rapid advancement of generative models has blurred the boundary between synthetic and real imagery, creating an urgent need for reliable deepfake detection. Yet most existing approaches rely on massive real--fake datasets, which are increasingly difficult to maintain as new generators continue to emerge. In this work, we investigate how much information about image authenticity is already encoded in modern multimodal vision representations.