The April 16 attack was claimed by Tehreek-e-Taliban Pakistan (TTP), commonly known as the Pakistan Taliban, and its fighters then opened fire from all sides of the Sarki Piyala police checkpost in Hangu district, about 30km (18 miles) from the border with Afghanistan and a hotbed of deadly attacks by armed groups, mainly the TTP. "There was a great deal of fear because we were in the middle of a battle. At that moment, we did not even know whether we would make it back home alive," Khan told Al Jazeera. To defend against such attacks, the police in Hangu came up with an unlikely, low-cost solution - fishing nets strung several metres overhead between the checkpost's rooftops and perimeter walls, forming a kind of aerial ceiling. Simple in construction and resembling what fishermen use for their work, the netting was first installed two months ago, according to the local police.

Image caption, Some 5,000 people took to the streets on Sunday carrying red-and-green flags of Khan's Pakistan Tehreek-e-Insaf party Thousands of supporters of Pakistan's jailed ex-prime minister Imran Khan are marching to the capital Islamabad as they call for his release. Concerns over the 73-year-old's health have grown louder in recent months. His family claims he has lost most of his vision in his right eye after prison authorities failed to take action. The cricket star-turned-politician, who faces charges in more than 100 cases, was jailed for 14 years over corruption last year. Khan said all the cases against him are politically motivated.

Pakistan's new drone deal is with Trump-backed firm also selling to India Share Pakistan's new drone deal is with Trump-backed firm also selling to India on social media On September 16, a delegation from Powerus, a year-old United States drone company backed by two sons of President Donald Trump, was received by Pakistan's military chief, Field Marshal Asim Munir, at military headquarters in Rawalpindi. A day later, the company announced it had received a "limited procurement order" from Pakistan's Ministry of Defence for unmanned aerial systems. It also said it had signed a separate memorandum of understanding (MoU) with senior Pakistani defence officials. But for analysts studying Pakistan's venture in drone technology, even bigger concerns have arisen from information that has since emerged. Less than three months earlier, the same company had given an Indian defence manufacturer the exclusive right to make and sell its drone interceptor technology in India.

The mayor of London, Sadiq Khan, stepped in to block a £50m deal between Palantir and the Met in May 2026. The mayor of London, Sadiq Khan, stepped in to block a £50m deal between Palantir and the Met in May 2026. Sadiq Khan has agreed for his text messages and emails to be searched as part of a legal battle with Palantir, the high court has been told, after he prevented the US technology company from working with the Metropolitan police . The London mayor stepped in to block a £50m deal between Palantir and the Met in May, with the artificial intelligence developer suing Khan's office over the decision. Legal representatives for the mayor said they "did not originally consider it necessary" for Khan to be among those to have their communications searched before next year's court case.

Efficient fine-tuning of pre-trained Text-to-Image (T2I) models involves adjusting the model to suit a particular task or dataset while minimizing computational resources and limiting the number of trainable parameters. However, it often faces challenges in striking a trade-off between aligning with the target distribution: learning a novel concept from a limited image for personalization and retaining the instruction ability needed for unifying multiple tasks, all while maintaining editability (aligning with a variety of prompts or in-context generation). In this work, we introduce DEFT, Decompositional Efficient Fine-Tuning, an efficient fine-tuning framework that adapts a pre-trained weight matrix by decomposing its update into two components with two trainable matrices: (1) a projection onto the complement of a low-rank subspace spanned by a low-rank matrix, and (2) a low-rank update. The single trainable low-rank matrix defines the subspace, while the other trainable low-rank matrix enables parameter adaptation within that subspace. We conducted extensive experiments on the Dreambooth and Dreambench Plus datasets for personalization, the InsDet dataset for object and scene adaptation, and the VisualCloze dataset for a universal image generation framework through visual in-context learning with both Stable Diffusion and a unified model. Our results demonstrated state-of-the-art performance, highlighting the emergent properties of efficient fine-tuning.

Sadiq Khan's office blocked Palantir's deal with the Met police, saying there had been a'clear and serious breach' of procurement rules. Sadiq Khan's office blocked Palantir's deal with the Met police, saying there had been a'clear and serious breach' of procurement rules. London mayor accused of'putting politics above public safety' for rejecting deal to use AI in intelligence analysis Fri 22 May 2026 09.45 EDTLast modified on Fri 22 May 2026 09.55 EDT Palantir has accused Sadiq Khan of "putting politics above public safety" after the London mayor blocked its £50m contract with the Metropolitan police in a move that has also led to tensions inside Labour over its involvement with the US tech company. Louis Mosley, who heads Palantir in the UK and Europe, accused Khan of politicising procurement after he rejected a two-year deal for Scotland Yard to use AI to process intelligence in criminal investigations, as first revealed by the Guardian. Mosley said: "What Londoners value is not being mugged, not being raped by a serving police officer." The Met had planned to hire Palantir, which was co-founded by the Trump-supporting tech billionaire Peter Thiel, to automate aspects of investigations.

A modern data fabric makes it possible to turn existing enterprise knowledge into a trusted foundation for AI. Artificial intelligence is moving quickly in the enterprise, from experimentation to everyday use. Organizations are deploying copilots, agents, and predictive systems across finance, supply chains, human resources, and customer operations. By the end of 2025, half of companies used AI in at least three business functions, according to a recent survey. But as AI becomes embedded in core workflows, business leaders are discovering that the biggest obstacle is not model performance or computing power but the quality and the context of the data on which those systems rely. AI essentially introduces a new requirement: Systems must not only access data -- they must understand the business context behind it.

As companies race to adopt agentic AI to spur innovation and gain efficiency, building the right enterprise data infrastructure has become a critical component of success. In the race to adopt and show value from AI, enterprises are moving faster than ever to deploy agentic AI as copilots, assistants, and autonomous task-runners. In late 2025, nearly two-thirds of companies were experimenting with AI agents, while 88% were using AI in at least one business function, up from 78% in 2024, according to McKinsey's annual AI report . Yet, while early pilots often succeed, only one in 10 companies actually scaled their AI agents. One major issue: AI agents are only as effective as the data foundation supporting them. Experts argue that most companies are seeing delays in implementing AI, not because of shortcomings in the models, but because they lack data architectures that deliver business context to be reliably used by humans and agents.

What NAD+? Here's how it works in your body, why it matters, and if supplementation is worth the hype. It's more than likely that the NAD+ supplement craze has already crossed your path. The Biebers have infused it. Joe Rogan has podcasted about it. Gwyneth Paltrow swears by it and, of course, sells her own Youth-Boost NAD+ Peptide Rich Cream . NAD+ (short for nicotinamide adenine dinucleotide) is a coenzyme that your body makes naturally--it contributes to energy production and immune function, among other things. It reflects a broader shift in how people think about healthy aging and extending their healthspan overall .

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