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How to spot AI science slop

https://labmuffin.com/how-to-spot-ai-science-slop/
4•speckx•1h ago

Comments

airhangerf15•47m ago
Reads kinda dumb, weird and painful.

> Note: Some people write the text, then format it with Claude. In my opinion this isn’t AI slop, whereas AI-generated text that’s manually formatted (also very common) would be AI slop.

I hate it when people do this. I had a manager that fed all our stories through Opus 4.x a year ago and they could easily turn from well defined human-readable requirements to a massive mess of every possible error condition and HTTP code.

When you write, you are communicating one human to another. You are organizing your thoughts. The fact that all of us CAN read and write is only a few centuries old. 1,000 years ago, literacy rates were very low (I've never found a good number on this. Most papers claim it was 2% ~ 5%. I think it was probably closer to 10%, and more than just merchants who needed to track inventor. But a lot of those wax tables and old paper has probably all disintegrated).

I have a feeling the author AI-assisted this. I'd rather read something real, grammar mistakes and all. I realize it may matter less and less as more people start adopting the speaking patterns of their favorite models. "That's a great idea..." and "You're absolutely right to push back on that..."

Generative text use to be really painful for me to read. As I use it more in code, I'm getting more use to it, and I'm not sure if I entirely like it, even when it's helpful.

One of the Greatest Inventions in the History of Human Transport

https://humantransit.org/2024/12/one-of-the-greatest-inventions-in-the-history-of-human-transport...
1•skadamat•36s ago•0 comments

A new way to fingerprint CPU architecture using Canvas and Skia

https://scrapfly.dev/posts/display-p3-canvas-cpu-architecture/
1•joahnn_s•7m ago•0 comments

How Civilization Learned to Mine Energy and Now Knowledge

https://blue-continuum.com/fossil-logic
2•dnetesn•7m ago•0 comments

Unified interface for issues, pull requests, notifications, checks and webhooks

https://forges.link
1•rmason•8m ago•0 comments

Oh man, music data structures are a rabbithole

https://shub.club/writings/2026/october/song-datastructures-are-a-rabbithole/
1•forthwall•9m ago•0 comments

AngelList has lost 33% of it's SPV market share

https://www.angelschool.vc/blog/top-startup-syndicate-platforms-for-investors
1•GoRudy•9m ago•0 comments

Free Accessibility MCP Server – Scan and fix accessibility issues automatically

https://www.youtube.com/watch?v=kS0NEJZz0MU
1•prabhusaves•10m ago•0 comments

Was Opus 5.5 nerfed? Looks like it wasn't, according to LiveNerf

https://blog.nathanlangley.dev/posts/opus-5-5-nerfed-livenerf.html
1•ninjahawk1•13m ago•0 comments

Carbon-X: An open 14B language model for DNA understanding and generation

https://huggingface.co/HuggingFaceBio/Carbon-X
1•pretext•14m ago•0 comments

Canva Craft image generation model from Canva

https://community.canva.dev/t/connect-api-canva-craft-is-now-available-for-image-generation/8999
1•groodt•14m ago•0 comments

As Politicians Argue About China, US Patients Find Cutting-Edge Treatment There

https://kffhealthnews.org/health-industry/china-cancer-drugs-foreign-travel-pharma-biotech-fda-re...
3•MrBuddyCasino•15m ago•0 comments

Messaging for AI Agents

https://trycrabmail.com/
1•juan-23blocks•15m ago•0 comments

Crucible Industries

https://en.wikipedia.org/wiki/Crucible_Industries
1•rolph•16m ago•1 comments

MicroLLM – Sub-millisecond calibrated System-1 decisions on CPU

https://github.com/jmrenouard/MicroLLM
1•jmrenouard•18m ago•0 comments

Amazon is buying billions in Nvidia AI systems it can't yet turn on

https://www.businessinsider.com/amazon-nvidia-ai-gpu-data-centers-power-shortages-2026-10
2•rossdavidh•19m ago•0 comments

Critical Qdrant vulnerability allows unauthenticated access to clusters

https://github.com/qdrant/qdrant/security/advisories/GHSA-frc7-44gm-99qq
1•ameypandey•21m ago•0 comments

EU desenvolvi um app desktop simples de geraçãO de senhas usando CSPRNG

1•juliferOn•21m ago•0 comments

New prize launches for books co-written with AI

https://www.theguardian.com/books/2026/oct/21/new-prize-launches-books-co-written-with-ai-france
2•bookofjoe•23m ago•0 comments

Dia Browser, by the Creators of Arc

https://www.diabrowser.com
2•nateb2022•25m ago•0 comments

Policy based routing with Tailscale

https://www.lch361.net/articles/2026-09-03/
1•lch361•25m ago•0 comments

Sony Pulls Its Last 4K Blu-ray Player from Japan

https://www.darkhorizons.com/sony-pulls-its-last-4k-blu-ray-player-from-japan/
1•jsbisviewtiful•27m ago•0 comments

Mojo 1.2.0

https://mojolang.org/releases/v1.2.0/
2•melodyogonna•27m ago•0 comments

When Korean Ships Go Dark on the High Seas

https://pulitzercenter.org/stories/when-korean-ships-go-dark-high-seas
2•nephihaha•28m ago•0 comments

99.1% Totality

https://x.com/garrytan/article/2062760454649487491
1•mooreds•29m ago•0 comments

Banks Are Struggling to Protect Customers from Their Own AI Agents

https://www.motherjones.com/politics/2026/10/banks-ai-axios-agents-rogue-financial-decisions-secu...
2•cdrnsf•29m ago•0 comments

US Banks Blocking AI Agents in Accounts

https://the-decoder.com/major-us-banks-are-locking-out-ai-agents-that-log-in-with-customer-creden...
2•rooftopzen•31m ago•1 comments

Simple and critical zeros of the Riemann zeta-function

https://terrytao.wordpress.com/2026/10/22/simple-and-critical-zeros-of-the-riemann-zeta-function/
2•smilelamp•34m ago•0 comments

Ejaculatory Prayer

https://en.wikipedia.org/wiki/Ejaculatory_prayer
3•vjulian•34m ago•0 comments

Show HN: Forked – Git for AI agent state

https://github.com/clibequilibrium/forked
3•alex_equimake•36m ago•0 comments

Who Gets the German Federal Cross of Merit?

https://fi-le.net/bundesverdienstkreuz/?lang=en
3•fi-le•38m ago•0 comments