We are approaching the Gregorian New Year, and it's a great time to ponder what's coming next. Are we about to use CRISPR to grow wings? Will we all be uploading our brains to the Amazon cloud? Should we wrap the sun in a Dyson sphere? If, like me, you are a nerd who loves science and engineering, sci-fi is the place you turn to imagine the answers.

Science and technology journalists today face challenges in finding newsworthy leads due to increased workloads, reduced resources, and expanding scientific publishing ecosystems. Given this context, we explore computational methods to aid these journalists' news discovery in terms of time-efficiency and agency. In particular, we prototyped three computational information subsidies into an interactive tool that we used as a probe to better understand how such a tool may offer utility or more broadly shape the practices of professional science journalists. Our findings highlight central considerations around science journalists' agency, context, and responsibilities that such tools can influence and could account for in design. Based on this, we suggest design opportunities for greater and longer-term user agency; incorporating contextual, personal and collaborative notions of newsworthiness; and leveraging flexible interfaces and generative models. Overall, our findings contribute a richer view of the sociotechnical system around computational news discovery tools, and suggest ways to improve such tools to better support the practices of science journalists.

"I'm running out of time, but I'm also not gonna be like, 'I'm having a baby for the sake of having a baby,'" said the younger of the two. "One thing I would recommend," replied the older woman, "if it's an option: freeze your eggs." As a woman, you get to a certain age and babies – hypothetical, expected, realised – suddenly seem ubiquitous: in friendship circles, on social media, in targeted advertising for pregnancy tests and public health messages. But for women of my generation, the decision whether to have children feels more existentially fraught and morally complex than ever before. I have always wanted kids. I have always felt an uncomplicated joy at the chubbiness of babies' limbs and the infectiousness of a child's laughter.

As a teenager, I discovered a worn copy of the book Gödel, Escher, Bach: An Eternal Golden Braid by Douglas Hofstadter on a bookshelf at home. It still had a computer punch card in it that my Mom had used as a bookmark, back when she briefly worked as a programmer in the early 1980s. Reading that book was like falling into another world. I found myself thinking about the mind and computers in brand new ways. I learned about Alan Turing's work for the first time.