All posts tagged: source

Combatting contamination at the source

Combatting contamination at the source

Per- and polyfluoroalkyl substances (PFAS) have become one of the most persistent environmental challenges of the past decade. Often described as “forever chemicals,” they share a defining characteristic that also makes them so problematic: an exceptionally strong carbon–fluorine bond that resists natural degradation. For years, the focus has been on removing PFAS from drinking water after contamination occurs. Increasingly, however, attention is shifting upstream towards industrial hotspots where these chemicals are first released. That shift is not just strategic; it may be essential. Why PFAS removal matters more than ever PFAS are used across a wide range of industries, including textiles and food packaging, electronics manufacturing, and firefighting foams. Their durability makes them commercially valuable, but environmentally hazardous. Once released, PFAS accumulate in soil, groundwater, and human bodies. Conventional remediation methods struggle because many treatment technologies were not designed to deal with such chemically stable compounds. In fact, common approaches like air stripping or biological treatment are largely ineffective against PFAS due to their resistance to volatilisation and biodegradation. The consequence is long-term contamination that …

US probes suspicious oil trades made before Trump Iran pivots, source says

US probes suspicious oil trades made before Trump Iran pivots, source says

The US Commodity Futures Trading Commission (CFTC) is examining a series of trades in oil futures placed shortly before major shifts in President Donald Trump’s Iran war policy, a person familiar with the matter said on Wednesday (Apr 15). CFTC Chairman Michael Selig said in remarks prepared for delivery to Congress on Thursday that the agency will go after wrongdoers, but nothing in the testimony addressed any specific investigation and an agency spokesperson declined to comment. “I want to be crystal clear: to anyone who engages in fraud, manipulation, or insider trading in any of our markets: we will find you, and you will face the full force of the law,” Selig said in the remarks seen by Reuters. The CFTC probe is focused on trading of oil futures contracts on platforms belonging to CME Group and Intercontinental Exchange, with investigators examining at least two instances of oil trades made on Mar 23 and Apr 7, the source said. Well-timed trades may have generated millions of dollars in profits, drawing concern from lawmakers and legal …

This common wildflower has become a promising source to fight antibiotic-resistant infections

This common wildflower has become a promising source to fight antibiotic-resistant infections

Get the Well Enough newsletter with Harry Bullmore for tips on living a healthier, happier and longer life Get the Well Enough email with Harry Bullmore Get the Well Enough email with Harry Bullmore Long before we had modern antibiotics to rely on, people often turned to traditional medicines from plants to treat infections. The root of tormentil (Potentilla erecta), a small yellow wildflower that grows across Ireland, the UK and Europe, was used for centuries in Irish and European traditional medicine. It was used to treat wounds, sore throats, diarrhoea and gum disease. These traditional uses suggested that tormentil could contain compounds powerful enough to kill microbes. Our latest research has now shown that not only does tormentil have antimicrobial activity, it may also be powerful enough to fight microbes that are resistant to modern antibiotics. Antimicrobial resistance is a growing global threat. This occurs when bacteria evolve to survive the drugs used to treat common infections. This makes some infections very difficult and sometimes impossible to treat. Antimicrobial resistance could be pushing us …

Daily newsletter is Telegraph’s ‘biggest source of subscribers’ one year after launch

Daily newsletter is Telegraph’s ‘biggest source of subscribers’ one year after launch

Picture: The Telegraph Flagship Telegraph newsletter From the Editor has become its “biggest source” of new paying subscribers one year after launch. From the Editor promises news, comment, analysis “hand-picked” by Telegraph editor Chris Evans. The newsletter, sent at 7.30am each morning, also includes reader comments, puzzles, cartoons and an exclusive column. Everyone who registers for free to The Telegraph’s website (giving them limited access behind the paywall) is automatically opted in to receive the newsletter. The publisher claims From the Editor is read by more than 850,000 people every day. Deputy editor Catherine Bentley-Gouldstone told Press Gazette in December it had a total audience list of more than two million. [Read more: The projects publishers were most proud of in 2025, including From the Editor] Telegraph executive editor Christopher Williams, whose role includes accelerating the newsletter strategy, told Press Gazette: “We have an intelligent paywall that takes you on a journey from being just somebody who’s flown in from Google to giving us your email address to subscribing,” adding that this method has helped …

I can’t help rooting for tiny open source AI model maker Arcee

I can’t help rooting for tiny open source AI model maker Arcee

Arcee, a tiny 26-person U.S. startup that built a massive, 400B-parameter open source LLM on a $20 million shoestring budget, has released its new reasoning model. Arcee calls the model Trinity Large Thinking — and it’s the most capable open-weight model “ever released by a non-Chinese company,” claims CEO Mark McQuade to TechCrunch. As that comment implies, Arcee has a goal that I can’t help but root for: It wants to give U.S. and Western companies a model that gives them no reason to use a Chinese-based one. While Chinese models are extremely capable, they are perceived as risky, putting power, and perhaps data, into the hands of a government that doesn’t share all of the Western world’s ideals. With Arcee, companies can download the model, train it to their own needs, and use it on premises. Companies can also use Arcee’s cloud-hosted version, accessible via API. While Arcee’s models are not outperforming the closed source models from the big labs like Anthropic or OpenAI, they’re not being held hostage by the whims of those …

AI joins the 8-hour work day as GLM ships 5.1 open source LLM, beating Opus 4.6 and GPT 5.4 on SWE-Bench Pro

AI joins the 8-hour work day as GLM ships 5.1 open source LLM, beating Opus 4.6 and GPT 5.4 on SWE-Bench Pro

Is China picking back up the open source AI baton? Z.ai, also known as Zhupai AI, a Chinese AI startup best known for its powerful, open source GLM family of models, has unveiled GLM-5.1 today under a permissive MIT License, allowing for enterprises to download, customize and use it for commercial purposes. They can do so on Hugging Face. This follows its release of GLM-5 Turbo, a faster version, under only proprietary license last month. The new GLM-5.1 is designed to work autonomously for up to eight hours on a single task, marking a definitive shift from vibe coding to agentic engineering. The release represents a pivotal moment in the evolution of artificial intelligence. While competitors have focused on increasing reasoning tokens for better logic, Z.ai is optimizing for productive horizons. GLM-5.1 is a 754-billion parameter Mixture-of-Experts model engineered to maintain goal alignment over extended execution traces that span thousands of tool calls. “agents could do about 20 steps by the end of last year,” wrote z.ai leader Lou on X. “glm-5.1 can do 1,700 …

North Carolina Working to Finalize Deal to Hire Michael Malone as Basketball Coach, AP Source Says

North Carolina Working to Finalize Deal to Hire Michael Malone as Basketball Coach, AP Source Says

North Carolina is working toward finalizing a deal with NBA championship-winning coach Michael Malone to lead the Tar Heels’ basketball program, a person with knowledge of the situation said Monday. ESPN was the first to report UNC moving toward hiring Malone. The 54-year-old Malone spent 12 seasons as a head coach in the NBA, including a 10-year run in Denver. He led the Nuggets to the 2023 championship behind three-time league MVP Nikola Jokic. The Nuggets fired Malone last spring with less than a week left in that regular season. Almost a year to the day, in another surprise move, Malone is on the verge of taking over a blue-blood program with six national titles, a record 21 appearances in the Final Four and alums including Michael Jordan, James Worthy Vince Carter and Atlantic Coast Conference career scoring leader Tyler Hansbrough. UNC now has big-name former pro coaches leading its two highest-profile programs. The Tar Heels hired six-time Super Bowl champion Bill Belichick as their football coach in December 2024. Belichick struggled to a 4-8 …

Trump threatens to jail journalist to find source of second missing airman report

Trump threatens to jail journalist to find source of second missing airman report

Donald Trump threatened to jail a journalist – or journalists – who reported that a second US airman was missing after being shot down by Iran on Friday in an effort to identify their source. The badly injured airman hid in a mountain crevice to avoid capture before being rescued by a US recovery team that received heavy fire. The US president announced on Sunday that the service member had been recovered. During a press conference at the White House on Monday afternoon, Trump told reporters that his government was aggressively pursuing the “leaker” who revealed information about the missing airman to the media. He claimed that the news report put Iran on notice and put the airman in danger. “They basically said that ‘we have one and there’s somebody missing.’ Well, they didn’t know there was somebody missing until this leaker gave the information,” Trump said. “So whoever it was, we think we’ll be able to find it out because we’re going to go to the media company that released it, and we’re going …

North Korea’s hijack of one of the web’s most used open source projects was likely weeks in the making

North Korea’s hijack of one of the web’s most used open source projects was likely weeks in the making

A North Korean cyberattack that last Monday briefly hijacked one of the most widely used open source projects on the web took weeks to carry out as part of a long-running campaign to target the code’s top developers. The hijacking of the Axios project on March 31 was in part successful because it relied on well-resourced hackers building rapport and trust with their intended target over a long period of time to increase their odds of a successful eventual compromise. This kind of hack highlights the security challenges that developers of popular open source projects can face, at a time when government hackers and cybercriminals alike are targeting widely used projects for their ability to access, in some cases, millions of devices worldwide. Jason Saayman, who maintains the popular Axios project that developers use to connect their apps to the internet, provided a post-mortem with a timeline of the hack. He shared that the hackers began their targeting campaign around two weeks before eventually gaining control of his computer to push out malicious code. By …