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How to nail an industry interview

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A coloured scanning electron micrograph of a transverse section across a repeating pattern of circular orange seminiferous tubules, containing blue-coloured human sperm

Developing sperm cells (blue; artificially coloured) fill the centre of seminiferous tubules (orange), which form the human testis.Credit: Susumu Nishinaga/Science Photo Library

A man’s ability to make sperm has been restored after a transplant of tissue samples that were removed from one of his testicles and frozen 16 years earlier, when he was ten years old. The samples were taken shortly before he received chemotherapy treatments that put his fertility at risk. Whether the sperm collected from the transplanted tissue can successfully fertilize an egg, and produce a healthy baby, remains to be seen. But the achievement could mark the beginning of a new wave of fertility treatments, scientists say.

Nature | 5 min read

Reference: medRxiv preprint (not peer reviewed)

Earlier this month, the US government approved a plan to launch a giant mirror into orbit to reflect sunlight onto shadowed parts of Earth — the first of a planned 50,000 mirror-bearing satellites. Reflect Orbital, the start-up behind the plan, say that this ‘manufactured daylight’ could increase agricultural productivity, aid natural-disaster relief efforts and allow solar panels to make electricity at night. But many astronomers are worried that the mirror beams will interfere with sensitive telescopes and increase light pollution.

Nature | 5 min read

The UK government has finally revealed how it will slash overseas development funding by 40% in 2027 to increase spending on national defence. Programmes in some of the poorest countries, including Malawi, Mozambique, Kenya and Tanzania, will be worst hit. “Some of the UK’s most enduring development partnerships are receiving cuts of up to 92%,” noted legislator Sarah Champion in her role as chair of the cross-party committee that oversees international development. “It is chilling to consider the consequences of these decisions.”

Science | 7 min read

Computer system safety and security

News

London is emerging as a key hub outside the United States for artificial-intelligence firms, but it comes with a twist. Several London-based organizations focus on AI safety and understanding the risks of emerging models. For example, London is home to the AI Security Institute (AISI), which vets the capabilities of frontier models that companies submit to it on a voluntary basis. AI safety is proving to be a successful niche for the United Kingdom, but some researchers highlight that institutes such as AISI are not a substitute for a regulator.

Nature | 9 min read

Opinion

As automated tools accelerate both the discovery and the exploitation of software vulnerabilities, organizations must redesign their defences and workflows to keep pace, argues computer scientist Thorsten Holz. “The sheer number of vulnerability reports that AI enables is stretching the review capacity of even experienced developers,” he writes. “The security researcher of the future will be judged less on what they can manually find than on how well they can orchestrate a team of AI agents to detect software bugs at scale and separate security-relevant findings from noise.”

Nature | 7 min read

Features & opinion

A postdoc hunting a job in industry tells Nature that they are lost amid the opaque, multi-stage interview processes of big science companies. Career coaches and hiring managers offer a dose of clarity. The key is understanding who you’ll be speaking with at each stage — information you can get from an initial chat with a recruiter — and to tailor your answers to suit their expectations, they say. And above all, make sure you’re thoroughly prepared: research the company you’re interviewing with and compile anecdotes that demonstrate your skills in advance.

Nature | 9 min read

At a 1976 American Legion convention in Philadelphia, a mysterious disease struck down 182 people, of whom 29 died. The culprit was eventually described as Legionella pneumophila, a bacterium that can cause a type of pneumonia called Legionnaires’ disease — of which there is a current deadly outbreak in New York City. “Legionnaires’ is a disease of the built environment,” writes environmental journalist Brett Walton. “Any mist will do — a rooftop cooling tower, a shower, a hot tub, a decorative fountain,” he says, making it devilishly hard to prevent.

Circle of blue | 8 min read & The New York Times | 3 min read

Image of the week

A panel of three images showing an AI-generated bird image, a real bird photograph and a photograph of a bird that has been edited using an AI tool in a way that inadvertently changed its species.

Researchers took a real photograph of an epaulet oriole (Icterus cayanensis) (centre) and asked the Google Gemini AI tool to ‘make this look better’. The result: a convincing red-winged blackbird (Agelaius phoeniceus) (right). The tool also conjured a fully AI-generated red-winged blackbird (left). The images illustrate how easy it is to generate bird pics, including ones that have been accidentally made to look like a different species, that are flooding citizen-science platforms with AI slop. (The Guardian | 7 min read)

Reference: Nature Ecology & Evolution correspondence (see a bigger version of the image here) (Alexander C. Lees et al./Nature Ecology & Evolution (Photograph: David Theobald))

Quote of the day

Urologist and health-outcomes researcher Alexander Cole cautions that a US plan to begin a mandatory testosterone screening programme for members of the armed forces comes with risks as well as potential benefits. (STAT | 9 min read, intermittent paywall)

On Friday, Leif Penguinson was hiding amid the breathtaking beauty of Paratiisikuru — Paradise Gorge — in Finland. Did you find the penguin? When you’re ready, here’s the answer.

Thanks for reading,

Flora Graham, chief editor, Nature Briefing

With contributions by Jacob Smith

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