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Shallow work: be aware of over-productivity

https://www.ssp.sh/brain/shallow-work/
5•articsputnik•2h ago

Comments

blnlx•1h ago
One angle I expected the post to touch on is the systemic effect.

If AI reduces the marginal cost of writing emails, summaries, updates, etc., the rational move for each individual is to produce more of them. But if everyone does that, the total communication volume increases — and now everyone has more inbound messages to process.

So even if AI makes me faster at drafting emails, it may simultaneously increase the number of emails I have to read and respond to. The bottleneck shifts from production to attention.

It feels similar to Jevons paradox: efficiency gains increase total consumption. Here the scarce resource isn’t writing time — it’s cognitive bandwidth.

I’m curious whether AI will actually reduce shallow work, or whether it will amplify it at the system level by lowering the cost of generating it.

Has anyone observed this dynamic already in their org?

Ferguson's Law: Debt Service, Military Spending, & Fiscal Limits of Power (2025)

https://www.hoover.org/research/fergusons-law-debt-service-military-spending-and-fiscal-limits-power
1•SanjayMehta•1m ago•0 comments

Hubble spotted a 'dark galaxy' that's at least 99.9% dark matter

https://www.science.org/content/article/hubble-spotted-dark-galaxy-s-least-99-9-dark-matter
1•rbanffy•1m ago•0 comments

Why Mars Astronauts Need More Than Just Space Greenhouses

https://www.universetoday.com/articles/why-mars-astronauts-need-more-than-just-space-greenhouses
1•rbanffy•1m ago•0 comments

Show HN: HushWork – A focus environment with ambient sounds and timer in one tab

https://hushwork.app
1•pgebski•3m ago•1 comments

Clonezilla Live (3.3.1-35)

https://sourceforge.net/p/clonezilla/news/2026/02/stable-clonezilla-live-331-35-released/
1•doener•4m ago•0 comments

Mazda Onboard Carbon Capture

https://newsroom.mazda.com/en/publicity/release/2025/202511/251117b.html
1•wolfi1•4m ago•1 comments

Why NVLink Is Nvidia's Secret Sauce Driving a 10x Performance Boost in MoEs

https://www.hpcwire.com/2026/02/23/why-nvlink-is-nvidias-secret-sauce-driving-a-10x-performance-b...
1•rbanffy•4m ago•0 comments

Pilot Human Factors Visualization

https://www.phase-aero.app/en/timeline
1•jcchrrr•6m ago•0 comments

Show HN: PyMOL-RS – Rust reimplementation of PyMOL with modern rendering

https://github.com/zmactep/pymol-rs/releases/tag/v0.1.0
1•zmactep•8m ago•0 comments

A random color on every reload

https://randomcolour.com/
1•liquid99•13m ago•0 comments

Show HN: I built an AI that turns emailed PDFs into ledger entries in 60s

https://baguno.app
1•lakma•14m ago•1 comments

Why etcd breaks at scale in Kubernetes

https://learnkube.com/etcd-breaks-at-scale
1•mweibel•15m ago•0 comments

Rejecting Reality in the Age of AI

https://little-flying-robots.ghost.io/rejecting-reality-in-the-age-of-ai-2/
1•speckx•17m ago•0 comments

Local-first desktop utility to migrate chats from ChatGPT to Gemini

1•transferllm•17m ago•0 comments

Show HN: Autobs – Translate "fix: null ptr" into "Enhanced platform stability"

https://autobs.coolapso.sh
1•coolapso•20m ago•0 comments

Rerun 0.30: Plot Any Scalar and Custom GPU Visualizers

https://github.com/rerun-io/rerun/releases/tag/0.30.0
4•Tycho87•20m ago•1 comments

Bun v1.3.10

https://bun.com/blog/bun-v1.3.10
1•tosh•21m ago•0 comments

Cheaper and greener way to make high-quality graphene from waste peanut shells

https://www.unsw.edu.au/newsroom/news/2026/02/Peanut-waste-high-quality-graphene
1•jbotz•22m ago•0 comments

The Bet on Juniors Just Got Better

https://tidyfirst.substack.com/p/the-bet-on-juniors-just-got-better
1•futurecat•22m ago•0 comments

Show HN: Neo – Turn any web app into an API by capturing browser traffic

https://github.com/4ier/neo
1•4ier•25m ago•0 comments

Show HN: Grubl – AI and structured recipe generation

https://grubl.app
1•RossMorgan•25m ago•0 comments

Show HN: Better Hub – A better GitHub experience

https://www.better-hub.com/
3•bekacru•25m ago•0 comments

Norwegian state newspaper investigate AI psychosis

https://www.nrk.no/direkte/xl/ki-psykose_-vi-undersokte-hvordan-chatbotter-svarer-1.17770908
1•hallvard•27m ago•0 comments

Little about software engineering has changed over past last three months

https://twitter.com/Grady_Booch/status/2026736492488568955
1•tosh•29m ago•0 comments

Axelera: Cutting-edge hardware and software platform for accelerating inference

https://axelera.ai
1•amelius•32m ago•0 comments

WTF Happened in 2025?

https://wtfhappened2025.com/
2•myk-e•32m ago•1 comments

OpenClaw broadcasts its screen while I'm at the gym [video]

https://www.instagram.com/reel/DVN2zfSEXJj/
1•nomilk•35m ago•1 comments

Asura: Looped Language Models done better

https://neel04.github.io/my-website/projects/asura/
1•n7g•35m ago•1 comments

Facebook is now the EU law maker

https://thegoodlobby.eu/watchdogs-call-to-drop-ex-meta-lobbyist-as-digital-omnibus-rapporteur/
2•zoobab•36m ago•0 comments

Show HN: A Confidence Calibration Game

https://www.calibrategame.com/
1•SleepyJack•37m ago•0 comments