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1 killed and 5 injured in Israel shootings
1 killed and 5 injured in Israel shootings 1 killed and 5 injured in Israel shootings Multiple shooting attacks in Israel have killed 1 person and injured five others, Israeli police say. The shootings took place in three separate areas in central Israel close to the occupied West Bank city of Qalqilya. The police also said that one suspect was ‘neutralized’.
Fuji Media’s real estate unit attracts 1 trillion yen bids, Bloomberg News reports
Fuji Media’s real estate unit attracts 1 trillion yen bids, Bloomberg News reports June 4 : Broadcaster Fuji Media Holdings received stronger-than-expected interest for its real estate subsidiary Sankei Building, attracting bidders including KKR, Blackstone and Goldman Sachs, Bloomberg News reported on Thursday, citing people familiar with the matter. Last month, more than 15 companies submitted bids for the real estate unit with multiple offers above 1 trillion yen ($6.26 billion), the...
Eagles, Cowboys linked to Browns' $60M star in trade rumors
Speculation on a trade involving Cleveland Browns star pass rusher Myles Garrett has resurfaced after the league’s June 1 financial deadline, with multiple teams reportedly thought to be potential suitors should Cleveland move the four-time All-Pro. Garrett, who signed a contract worth roughly $160 million, remains one of the NFL's most dominant defensive players. Although a trade isn’t in the cards, league observers continue to debate whether the Browns should cash in on his value, given...
HiMat: DiT-based Ultra-High Resolution SVBRDF Generation
arXiv:2508.07011v5 Announce Type: replace Abstract: Creating ultra-high-resolution spatially varying bidirectional reflectance functions (SVBRDFs) is critical for photorealistic 3D content creation, to faithfully represent fine-scale surface details required for close-up rendering. However, achieving 4K generation faces two key challenges: (1) the need to synthesize multiple reflectance maps at full resolution, which multiplies the pixel budget and imposes prohibitive memory and...
Reasoning Shift: How Context Silently Shortens LLM Reasoning
Announce Type: replace Abstract: Large language models (LLMs) exhibiting test-time scaling behavior, such as extended reasoning traces and self-verification, have demonstrated remarkable performance on complex, long-term reasoning tasks. However, the robustness of these reasoning behaviors remains underexplored. To investigate this, we conduct a systematic evaluation of multiple reasoning models across three scenarios: (1) problems augmented with lengthy, irrelevant context; (2) multi-turn...
New star Sooryavanshi dominates IPL awards after Kohli ends season in style
Vaibhav Sooryavanshi claims multiple IPL awards after RCB's Virat Kohli closes 2026 season with match-winning innings Virat Kohli scored an unbeaten 75 as Royal Challengers Bengaluru chased down 156 to secure a five-wicket win over Gujarat Titans and defend their Indian Premier League title; Rajasthan Royals' teenage star Vaibhav Sooryavanshi won multiple awards during the 2026 IPL season Monday 1 June 2026 09:44, UK In an IPL season where teenage sensation Vaibhav Sooryavanshi confirmed...
ZK-Flex: A Flexible and Scalable Framework for Accelerating Zero-Knowledge Proofs
arXiv:2606.03046v1 Announce Type: new Abstract: Zero-knowledge proofs (ZKP) allows a prover to convince a verifier of computational correctness without revealing private data, ensuring both privacy and verifiability. However, proof generation is highly compute-intensive, dominated by polynomial (POLY) and elliptic-curve (EC) operations. These workloads pose two key challenges for hardware acceleration: (1) efficiently supporting diverse large-precision modular multiplications, and (2)...
Do Foundation Models See Biology? Evaluating Attention Coherence with Spatial Transcriptomics in Glioblastoma
Announce Type: new Abstract: Whether attention maps from pathology foundation models capture genuine biology remains unknown, yet this question is critical for clinical trust and regulatory approval. We propose a spatial transcriptomics-based framework for orthogonal, hypothesis-free evaluation of attention and apply it to five pathology foundation models (CONCH v1.5, UNI v2, Virchow2, GigaPath, H-Optimus-1) and a ResNet50 baseline. Using attention-based multiple instance learning, we train...
TAMUNA: Doubly Accelerated Distributed Optimization under Partial Participation
arXiv:2302.09832v4 Announce Type: replace Abstract: In distributed optimization and federated learning, slow and costly communication between parallel devices and the central server constitutes the primary bottleneck. To alleviate this burden, two strategies have emerged: 1) local training (LT), which reduces communication frequency by performing multiple local computations between rounds, and 2) compression (CC), which consists of transmitting lower-dimensional, compact representations....
Structural characterisation of a spontaneous site 1 opening event in the insulin receptor
The insulin receptor samples multiple conformational states during ligand binding and activation, but the transient structural transitions connecting experimentally resolved receptor conformations remain poorly characterised. Here, we report a spontaneous opening event of insulin receptor site 1 observed during an unbiased molecular dynamics simulation initiated from the experimentally resolved singly insulin-bound IR1 receptor structure. The transition was characterised by separation of the...