frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Researchers who 'pivot' into new fields should not be given a citation penalty

https://www.nature.com/articles/d41586-025-01637-4
7•wjb3•8mo ago

Comments

wjb3•8mo ago
I once sat in on a hiring committee where candidates with broad, interdisciplinary CVs were treated with subtle derision—as though curiosity across domains was a sign of unseriousness.

As someone who’s always been promiscuous with my curiosity, I was surprised—and disappointed.

That experience stuck with me. It challenged my once-naive belief that academia was a place that welcomed intellectual breadth.

So you can imagine my quiet hope when I saw Nature publish this: an editorial calling for an end to the "pivot penalty"—the career cost researchers pay when they step outside their disciplinary silos.

The piece notes that interdisciplinary teams often produce more meaningful work (even if it takes longer) and that global problems demand cross-domain insight. It also highlights studies showing that Nobel laureates are more likely to collaborate across fields, and calls for evaluation systems to catch up.

Maybe—just maybe—we’re starting to value the spark that comes from recombining ideas that don’t obviously belong together.

And maybe that means a few more of us can return to the kind of scholarly life we once imagined.

rob_c•8mo ago
Much less that and I think this is transitionally and normally is trying to drag (attract) people from scientifically (statistically minded) harder fields into softer ones to help them fix up methodologies, improve their basic stats and maths and even yes computing skills in their departments.

The real benefit comes from scientists who stop using any form of "black box" and either can build all of the tools they're using our at least understand them.

bell-cot•8mo ago
Whatever the high ideals of academia and science, I've heard far too many stories of academics & scientists behaving in a broad variety of bigoted, narrow-minded, and self-serving ways.

I'll blame human nature. If you lock up little groups in the grueling, narrow, resource-poor environments of academia & research, then they'll react like humans - trying to protect themselves and their little tribes by excluding "outsiders".

rob_c•8mo ago
Then to be blunt, be the change you hope to see in the world.

I work with a few people who do cross disciplinary work (mostly to educate and collaborate with colleagues who are behind in other fields) but this sounds like more of a US phenomena because I'm Europe there's plenty of ways of having such work accounted for, assessed and promoted.

I'm far more worried about the reproducibility crises in a certain hard science than I think I'll ever be about failing to get a promotion on time for taking on a different project.

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•4m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
1•ShinyaKoyano•8m ago•0 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
1•m00dy•10m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•11m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
2•okaywriting•17m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•20m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•21m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•21m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•22m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•23m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•23m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•23m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•28m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
2•bkls•28m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•29m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•29m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•37m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•38m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•40m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•40m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
2•surprisetalk•40m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
5•pseudolus•41m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•41m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•42m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•42m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•43m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•44m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•44m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•47m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•48m ago•1 comments