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  • AI tool detects LLM-generated text in research papers and peer reviews

    AI tool detects LLM-generated text in research papers and peer reviews

    A publisher has found that less than 25% of authors disclosed their use of AI to prepare manuscripts, despite the publisher mandating disclosure for submission.Credit: Nicolas Economou/NurPhoto via Getty

    An analysis of tens of thousands of research-paper submissions has shown a dramatic increase in the presence of text generated using artificial intelligence (AI) in the past few years, an academic publisher has found.

    The American Association for Cancer Research (AACR) found that 23% of abstracts in manuscripts and 5% of peer-review reports submitted to its journals in 2024 contained text that was probably generated by large language models (LLMs). The publishers also found that less than 25% of authors disclosed their use of AI to prepare manuscripts, despite the publisher mandating disclosure for submission.

    To screen manuscripts for signs of AI use, the AACR used an AI tool that was developed by Pangram Labs, based in New York City. When applied to 46,500 abstracts, 46,021 methods sections and 29,544 peer-review comments submitted to 10 AACR journals between 2021 and 2024, the tool flagged a rise in suspected AI-generated text in submissions and review reports since the public release of OpenAI’s chatbot, ChatGPT, in November 2022.

    “We were shocked when we saw the Pangram results,” says Daniel Evanko, the AACR’s director of journal operations and systems, who presented the findings at the 10th International Congress on Peer Review and Scientific Publications in Chicago, Illinois, on 3 September.

    The analysis found that AI-generated text in peer-review reports dropped by 50% in late 2023, after the AACR banned peer reviewers from using LLMs. But detections of AI-generated text in peer-review comments more than doubled by early 2024 and continued to climb.

    It “was disconcerting to see people increasing the usage of LLMs for peer review in spite of us prohibiting that usage”, says Evanko. He adds that “our intention is definitely to start screening all incoming manuscripts and all incoming peer review comments”.

    The tool “seems to work exceptionally well”, says Adam Day, founder of Clear Skies, a London-based research-integrity firm. However, “there may be bias that we’re not seeing regarding false positive rate, and we should be mindful of that”, he adds.

    99.85% accurate

    Pangram was trained on 28 million human-written documents from before 2021, including 3 million scientific papers, as well as ‘AI mirrors’ — LLM-generated texts that mimic human-written passages in length, style and tone.

    Max Spero, chief executive officer of Pangram Labs, says that adding an active-learning mode to Pangram was “one of the breakthroughs” that enabled it to reduce the false-positive rate —the share of texts incorrectly flagged as being AI-written. He and his team repeatedly retrained the tool, which “reduced our false-positive rate from about one in 100 to about one in 10,000,” he says.

    In a preprint posted last year1, Spero and his colleagues showed that Pangram’s accuracy was 99.85%, with error rates 38 times lower than that of other currently available AI-detection tools.

    Testing the AI-detection tool on manuscripts before ChatGPT was released in November 2022, it flagged only seven abstracts and no methods or peer-review reports as containing potentially AI-generated text. “From there on, the detections just increased linearly and at what we would think is a very high rate,” says Evanko.

    The tool can also distinguish between different LLMs, including ChatGPT models, DeepSeek, LLaMa and Claude. “We’re only able to do this because we’ve generated our entire training set ourselves, so we know the exact provenance, we know what model the training data came from,” explains Spero.

    The current model of Pangram cannot distinguish between passages that are fully generated by AI and those that are written by humans but edited using AI.

    Language aid

    The AACR used Pangram to analyze submissions in 2024 which included 11,959 abstracts, 11,875 methods sections and 7,211 peer-review reports.

    Their analysis found that authors at institutions in countries where English is not a native language were more than twice as likely to use LLMs.

    “I was personally shocked at just how high the usage was in the methods,” says Evanko. “Asking an LLM to improve the language of the methods section could introduce errors … because those details need to be exact in terms of how you did something and if you rephrase something, it might not be correct anymore,” he adds.

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  • Ange Postecoglou: New Nottingham Forest boss doesn’t ‘have anything to prove’

    Ange Postecoglou: New Nottingham Forest boss doesn’t ‘have anything to prove’

    Towards the end of his spell at Tottenham, Ange Postecoglou was embattled, despite guiding Spurs to the Europa League final.

    After beating Bodo/Glimt in Norway in May, he was combative in response to questions about whether winning the competition would save Spurs’ season.

    Those who have worked with him feel that was down to the pressure. He dealt with it by firing back to his critics and doubters.

    Fast forward to now, and the 60-year-old was relaxed in the City Ground press room, joking about how his birthday celebrations at the weekend were interrupted by negotiations with Forest and how the school run was the best motivator to return to work.

    But there was the importance of winning – and winning trophies. It will not have escaped anyone’s attention owner Evangelos Marinakis referenced winning trophies in his statement announcing Postecoglou’s arrival.

    So the pressure at Forest will be there – maybe not to the extent it was at Spurs – but he has been brought to the City Ground to progress the team and club.

    Forest have not spent £180m this summer and installed Postecoglou in order to go backwards after last season’s seventh-place finish.

    While winning the Premier League is out of reach, the Europa League, FA Cup and Carabao Cup will all be seen as legitimate targets.

    Forest have not won a major trophy since lifting the League Cup in 1990.

    Postecoglou has pedigree. He has won trophies throughout his career, including two Scottish titles with Celtic and the Asian Cup with Australia, and there will be an immediate expectation for Forest to challenge for silverware again.

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  • 99-million-year old bugs played key role in plant pollination | National

    99-million-year old bugs played key role in plant pollination | National


























    99-million-year old bugs played key role in plant pollination | National | wyomingnewsnow.tv

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  • 99-million-year old bugs played key role in plant pollination | Outdoors

    99-million-year old bugs played key role in plant pollination | Outdoors





















    99-million-year old bugs played key role in plant pollination | Outdoors | homenewshere.com

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    enforces the General Data Protection Regulation (GDPR) and therefore access cannot be granted at this time.

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  • ‘No risk, no reward’ – Cadillac boss Dan Towriss explains Colton Herta’s bold F2 switch as American racer chases F1 dream

    ‘No risk, no reward’ – Cadillac boss Dan Towriss explains Colton Herta’s bold F2 switch as American racer chases F1 dream

    Cadillac Formula 1 Team CEO Dan Towriss has admitted that the squad’s new test driver, Colton Herta, will be taking a “huge risk” with his planned switch from IndyCar to Formula 2 next year, but feels the American has the ingredients to succeed.

    Herta, whose Cadillac testing role was announced earlier this month, is an established racer in the United States-based IndyCar Series, having made 116 starts and scored nine victories, 19 podium finishes and 16 pole positions so far.

    While Valtteri Bottas and Sergio Perez will drive for Cadillac in their debut 2026 season and beyond, Herta is aiming to make a case for a future seat – and score valuable points towards a Super Licence – by swapping America for Europe and tackling the F2 feeder series directly below F1.

    At the Italian Grand Prix, where Cadillac’s chiefs made another visit to the paddock, Towriss explained the reasons behind Herta’s upcoming move and noted how racing on the same tracks as F1 – as well as using tyres supplied by Pirelli – are key factors.

    “For Colton, this has always been a dream of his, to drive in F1, but to do that, this is the path he had to take,” Towriss told Sky Sports F1. “He has to take a huge risk, a huge amount of risk – no seat is guaranteed. This is F1, so he wants to learn tracks and tyres and show that respect to European open-wheel racing.

    “The entitlement model from the US hasn’t worked out that well in the past, so we really want to build that body of work, the knowledge that’s necessary, to see if he has what it takes to drive in Formula 1.”

    Herta has already tested F1 machinery with McLaren and been in a simulator with several teams – Towriss keen to point out that, while results in IndyCar have been mixed, the 25-year-old “excelled” at every opportunity.

    “He really is a special talent,” added Towriss. “I think a lot of people look at some of the results in IndyCar and say, ‘Well, he hasn’t won a championship, he’s not with [multiple champion] Alex Palou’.

    “I think as a team owner I would take some responsibility for that; there have been times where there have been troubles on pit lane or strategy didn’t work out, but Colton’s an immense talent and he really can find speed where others can’t.

    “I think any time he’s had a chance to do a test, whether it was with McLaren, or time that he’s been in the sim with Alpine, Red Bull and Sauber, from that standpoint he really has excelled and shown really high potential and promise for an F1 seat.

    “Now this is the chance to do it. He’s had to choose this path of taking a big risk to not have that guarantee of the seat. He’s leaving behind what at this point is very comfortable for him, to choose something that’s uncomfortable for him – but no risk, no reward, as they say.”

    When he heads to F2, it will not be the first time that Herta has raced in Europe – the California native previously competing on the continent from 2015-16 and spending time as Lando Norris’ team mate in the MSA Formula Championship.

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  • Jennifer Lopez on Kiss of the Spider Woman’s One-Take Musical Numbers

    Jennifer Lopez on Kiss of the Spider Woman’s One-Take Musical Numbers

    Jennifer Lopez had her sights on landing the starring role in the 1996 movie adaptation of the musical “Evita.”

    “I went to audition for ‘Evita’ for [director] Alan Parker,” Lopez said Wednesday night during a post-screening Q&A of her new movie musical “Kiss of the Spider Woman.” “I had been practicing for weeks and I sing my heart out and he goes, ‘You’re amazing. You know Madonna has the part, right?’”

    Lopez laughed: “I said, ‘OK, bye-bye. Nice to meet you.’”

    Now, Lopez is finally getting her movie musical moment in Bill Condon’s big screen adaptation of “Kiss of the Spider Woman” opposite Tonatiuh and Diego Luna.

    Lopez plays Ingrid Luna, a movie star whose most famous role is that of a spider woman, capable of killing her lovers with a kiss. In 1981, during Argentina’s Dirty War, gay department store window dresser Luis Molina (Tonatiuh), who is serving a prison sentence, imagines her films to escape the horrors of his present day. He and political activist Valentin Arregui (Luna) become unlikely friends when they are forced to share a cell together.

    Lopez said she had been dreaming of starring in a musical since she was a child after watching “West Side Story” on television in her family’s “little home in the Bronx.” She previously recalled also auditioning for musical movies “Chicago” and “Nine.” In 2016, she was announced to star in an NBC live production of “Bye Bye Birdie,” but the project was eventually scrapped.

    Lopez recalled Condon, who also adapted the script for the film, telling her that the elaborate musical numbers in “Kiss of the Spider Woman” would be filmed in one take. “I was like, ‘We’ll do some coverage?’” she said. “He was like, ‘Nope, no coverage.’ I was like, ‘Fuck me! I better get it right then.’ Like halfway through the take it’s going perfectly and then you trip on your dress or whatever so it’s like, maybe we start over. It was challenging. It was challenging in that way, time wise, as independent films can be, right? It’s the time, it’s the prep, it’s the, you know, budget. All of it were constraints for us.”

    She continued, “But we put our heart and soul into it and we rehearsed like crazy for the time that we had and it was a beautiful thing and again, I’m living my childhood dreams.”

    Tonatiuh introduced the screening before heading to the airport to hop on a plane back to New York for another work commitment.

    Lopez received a standing ovation when she walked on stage for the Q&A.

    “Kiss of the Spider Woman’s” music is by John Kander and Fred Ebb and is based on the novel by Manuel Puig and the book of the musical by Terrence McNally. It premiered during Sundance in January.

    While promoting his action thriller “Carry On” in December, Tonatiuh told me about working with Lopez. “She’s breathtaking and transformative in so many different ways. I remember there was a moment where we were rehearsing for the first time, and it was just a table read. She had the first line in it in one of the songs and she starts going full out,” he said. “I had my iPad and my glasses on thinking it would be a straight table read. I was like, ‘Oh, if we’re going full out, hold on.’ And I just remember Bill watching this and seeing his mind go to work.”

    During the Wednesday Q&A, Condon said he and the casting department looked at about 800 people before choosing Tonatiuh.

    After the screening, Lopez attended a reception at Chateau Marmont.

    “Kiss of the Spider Woman,” from Lionsgate, Roadside Attractions and LD Entertainment, will be in theaters Oct. 10.

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  • Pakistan coach Hesson excited to be part of ‘a highly-charged event’

    Pakistan coach Hesson excited to be part of ‘a highly-charged event’

    Pakistan head coach Mike Hesson attends a press conference in Dubai on Thursday.
    | Photo Credit: AFP

    Pakistan’s opening encounter of the Asia Cup is against Oman on Friday, but Sunday’s marquee spectacle versus India featured prominently in coach Mike Hesson’s pre-match media interaction. Instead of trotting out cliches about the Pakistanis taking one game at a time, the New Zealander was more than willing to have his say on the big battle.

    “Being part of a highly-charged event is going to be exciting,” Hesson, who took the reins in May, said on Thursday. “From my perspective, just like anytime you enter the final of a world event, it is about keeping everybody focused on the job at hand. We know India is obviously hugely confident and rightfully so. But we are very much focused on improving as a team day by day. We are well aware of the challenge of the task ahead and we are certainly looking forward to it.”

    In India’s comprehensive win over the United Arab Emirates (UAE) on Wednesday, spinners Kuldeep Yadav, Varun Chakaravarthy and Axar Patel came good. But Hesson believes his tweakers can be just as lethal. In the lead-up to this event, Pakistan won a tri-series involving Afghanistan and UAE in Sharjah on pitches that spun considerably. Left-arm spinner Mohammad Nawaz, leggie Abrar Ahmed and left-arm wrist-spinner Sufiyan Muqeem are part of Pakistan’s armoury.

    “I don’t think this pitch is going to spin as much. Even yesterday, when Kuldeep bowled, it didn’t spin a huge amount. But when you have wrist spinners, the surface doesn’t matter as much. The beauty of our side is we have got five spinners. We have got Nawaz. And obviously we’ve had Abrar and Sufiyan do as well as they have. Saim Ayub is now in the top 10 all-rounders in the world, and Salman Agha has hardly bowled. We have got a lot of spin bowling options if we think conditions suit that,” Hesson enthused.

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  • Cervical cancer linked to increased anal cancer risk

    Cervical cancer linked to increased anal cancer risk

    Cervical cancer linked to increased anal cancer risk | Image Credit: © Africa Studio – © Africa Studio – stock.adobe.com.

    Researchers from the Medical University of South Carolina (MUSC) Hollings Cancer Center have identified cervical cancer as a potential risk factor of future anal cancer, publishing their findings in JAMA Network Open.1

    While anal cancer screening is recommended in organ transplant recipients, people living with HIV, and women with a history of vulvar cancer, screening guidelines have not been established for women with cervical cancer. This data highlights a nearly 2-fold increased risk of anal cancer in this population, potentially influencing future guidelines.1

    “We’ve known for a long time that both cervical and anal cancers are caused by HPV, the human papillomavirus,” said Haluk Damgacioglu, PhD, study lead and assistant professor at MUSC. “But what hasn’t been well-understood is how that shared risk might connect the 2 diseases over a woman’s lifetime.”1

    Cervical and anal cancer incidence rates

    The cohort study was conducted to estimate anal cancer incidence since cervical cancer diagnosis.2 Data was obtained from the National Cancer Institute’s Surveillance, Epidemiology, and End Results registries. International Classification of Disease for Oncology codes were referenced to determine cancer cases.

    Women receiving an anal cancer diagnosis before or within 2 months of cervical cancer diagnosis were excluded from the analysis. A multiple primary standardized incidence ratios session was utilized to calculate overall, age-specific, and time since diagnosis-specific incidence rates (IRs) per 100,000 person-years.2

    There were 822,630 person-years of follow-up across 85,524 cervical cancer patients diagnosed from 1975 to 2021 evaluated. In the study population, 64 anal cancer diagnosis cases were identified, indicating an overall incidence of 7.8 per 100,000 person-years.2

    Age- and time-based differences

    Differences in anal cancer incidence rates were highlighted across age groups and time since cervical cancer diagnosis. An IR of 2.4 was reported for women aged under 45 years with a history of cervical cancer but rose to 4.6 for those aged 45 to 54 years and 10.0 for those aged 54 to 64 years.2

    Women aged 65 to 74 years presented with the greatest IR of 17.6, while those aged at least 75 years had an IR of 10.0. When assessing the incidence based on time since cervical cancer diagnosis, an IR of 5.8 was reported in the first 5 years. Additional IRs included 5.1 for 5 to 10 years, 12.7 for 10 to 15 years and 16.1 for 20 or more years.2

    Of anal cancer diagnoses in women aged 65 to 74 years, 59% occurred over 15 years following cervical cancer diagnosis. Overall, a standardized incidence ratio of 1.9 was reported for anal cancer, with elevated risk persisting over time following cervical cancer diagnosis. This indicated a significant increase in risk among cervical cancer patients.2

    Implications

    Cervical cancer has a survival rate of over 90% when found early thanks to routine screening and the HPV vaccine.1 However, this is one of the first studies to evaluate potential next steps in these patients who may experience elevated risks of related cancers.

    “We don’t have the resources to screen everyone,” said Deshmukh. “But we can use these data to be strategic. Screening based on risk ensures we help the people who need it most.”1

    References

    1. New study reveals a hidden risk after cervical cancer. Medical University of South Carolina. September 11, 2025. Accessed September 11, 2025. https://www.eurekalert.org/news-releases/1097373?
    2. Damgacioglu H, Curtis C, Sonawane K, et al. Anal cancer incidence among women with a history of cervical cancer by age and time since diagnosis. JAMA Network Open, 2025;8(9). doi:jamanetworkopen.2025.31362

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  • Govt to formulate effective climate plan: Musadik – RADIO PAKISTAN

    1. Govt to formulate effective climate plan: Musadik  RADIO PAKISTAN
    2. Federal cabinet declares climate, agriculture emergency  Dawn
    3. Federal Government approves climate and agriculture emergency  ptv.com.pk
    4. Pakistan declares climate and agricultural emergency as monsoon floods intensify  Arab News PK
    5. Govt moves to declare climate emergency  The Express Tribune

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  • Patient-Reported Study Identifies Common Symptoms and Timing During Migraine Prodrome

    Patient-Reported Study Identifies Common Symptoms and Timing During Migraine Prodrome

    Richard B. Lipton, MD

    (Credit: American Headache Society)

    In a newly published qualitative study in Headache, researchers identified patients who frequently reported prodromal symptoms, often noting that a migraine headache followed their prodrome in a 1- to 6-hour window. These findings suggest that characterizing the prodrome experience could improve strategies for measuring migraine burden and offer opportunities to initiate treatment during the prodromal phase to prevent moderate or severe headache.1

    Using 20 patient interviews from March 2022 to May 2022, participants reported 36 unique prodromal symptoms, and each patient had a mean of 13 symptoms (SD, 6.6) and a median of 11 symptoms (IQR, 7.8-17.0) during the prodrome phase. Most of the commonly reported prodromal symptoms included nausea (85%), fatigue/tiredness (80%), sensitivity to light (65%), neck pain/stiffness (60%), and dizziness/vertigo/light-headedness (50%).

    ‘This study is one of the first to assess the humanistic burden of migraine prodrome from the patient perspective. Findings related to symptom timing contribute to the distinction between migraine phases as well as the progression of prodromal symptoms. Specifically, people with migraine are often uncertain about when to take medication; currently, we instruct patients to treat early, while pain is mild, but not too often. This study sets the stage for assessing the benefits of treating in the prodrome phase, when initial symptoms that signal impending headache develop,” lead author Richard B. Lipton, MD, director of the Montefiore Headache Center at Albert Einstein College of Medicine, and colleagues wrote.1

    For the current study, investigators included patients who had a clinician-confirmed diagnosis of migraine and at least 1 prodromal symptom; participants were consented, screened, and then completed 60-minute interviews. During the interviews, researchers asked participants open-ended questions to capture spontaneous reports, along with specific probes based on a clinician-established list of prodromal symptoms. Utilizing a theory approach2, authors analyzed the qualitative data gathered from each of the interviews to uncover key themes and retrieve insights.

    READ MORE: Analyzing Eptinezumab’s Ability to Extend Interictal Periods and Reduce Migraine Burden

    Among symptoms reported by at least 4 participants (20%), patients rated neck pain/stiffness as the most bothersome (8.9/10), whereas sensitivity to light was rated as the most severe (8.5/10). Authors noted that nearly 40% of all reported symptoms by patients appeared in 2 hours of migraine onset. Of the commonly reported symptoms, nausea (0.8 h), sensitivity to light (1.0 h), and dizziness/vertigo/light-headedness (2.0 h) occurred closest to headache onset, whereas fatigue/tiredness (4.0 h) and neck pain/stiffness (4.8 h) appeared earlier.

    Migraine attacks typically progress through 4 stages, including the prodrome or premonitory phase, aura, headache, and postdrome. However, authors noted that qualitative data on the variety of symptoms experienced during the prodrome and their timing relative to headache onset have been limited. Therefore, investigators recommended that understanding these early symptoms could help predict when a migraine headache will occur and offer a clinically useful window to begin treatment before pain develops.

    “Prodrome symptom identification could encourage early treatment intervention, possibly resulting in improved efficacy and better patient outcomes. The findings herein can be used to inform future studies exploring this potential benefit,” Lipton et al noted.1 “Specifically, more research is needed to explore the incidence of migraine prodrome across a larger patient population, including whether early intervention with acute migraine medication leads to the reduction of migraine headache pain, or prevents its onset altogether. This future research will aid the effort to mitigate the incidence and humanistic burden of migraine attacks.”

    REFERENCES
    1. Lipton RB, Stokes J, Evans CJ, et al. Characterizing the patient experience during the prodrome phase of migraine: A qualitative study of symptoms and their timing. Headache. Published online September 1, 2025. doi:10.1111/head.15024
    2. Glaser BG, Strauss AL. The constant comparative method of qualitative analysis. In: Glaser BG, Strauss AL, eds. The Discovery of Grounded Theory: Strategies for Qualitative Research. Aldine de Gruyter; 1967:101-115.

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