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AI text watermarking and quality loss

https://blog.keyvan.net/p/ai-text-watermarking-and-quality
15•danielfoster•3h ago

Comments

viraptor•46m ago
It's an interesting review, but it seems to mix some things together. Gruber's claim is that we shouldn't sacrifice quality, but none of those sources show that's what's happening. Having less diversity in answers could mean you're more consistently getting a better/worse/same quality answer. There are lots of people complaining about not being able to get a real temperature=0 answer - they'd actually welcome the consistency too.

The practical example of not liking the sentence is not great in my opinion. Instead of just re-rolling the answer, why not continue in that thread and say what you don't like? Or request 20 alternatives, say which go in the right direction and request 20 more? Retrying from scratch with one sample is a waste of time and doesn't indicate anything about quality.

Basically, it's all theoretical - show us the actual benchmarks/samples where the quality is consistently degraded.

HackerTube: YouTube built from videos recommended by HN

https://karpathy.bearblog.dev/hacker-tube/
678•karpathy•5h ago•232 comments

An Italian farmer found some unknown seeds in his attic and planted them

https://www.smithsonianmag.com/science-nature/italian-farmer-found-unknown-seeds-attic-with-nothi...
124•ecares•2h ago•41 comments

TCP Use-After-Free: CVE-2026-98432 / CVSS 9.8

https://atlasum.net/blog/cve-2026-98432-linux-ipv4-tcp-uaf
329•oger•6h ago•156 comments

Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard

https://github.com/guregodevo/memdoor/tree/main/examples/workflows/team-solve
66•guregodevo•2h ago•33 comments

Altoids Project

https://uvdn7.github.io/altoids-project/
30•uvdn7•2h ago•0 comments

When electric cars were for women

https://spectrum.ieee.org/early-electric-vehicles
29•dverlaeckt80•2h ago•4 comments

It's the memory latency, stupid

https://pivotlake.io/blog/its-the-memory-latency-stupid/
121•ntur1337•6h ago•36 comments

First response from the Project Suncatcher prototype satellite

https://blog.google/innovation-and-ai/models-and-research/google-research/project-suncatcher-sate...
30•praccu•21h ago•20 comments

Molly (Signal fork) has not been updated since 3 months and is vulnerable

https://piefed.world/post/1503394
301•DeepLogin•14h ago•176 comments

Jepsen: ParticleDB 1.1.4

https://jepsen.io/analyses/particledb-1.1.4
196•aphyr•11h ago•102 comments

Surviving "The Graduate"

https://www.newyorker.com/culture/the-weekend-essay/dustin-hoffman-on-surviving-the-graduate
58•samizdis•5h ago•15 comments

The Duty of a Scholar

https://www.daemonology.net/blog/2026-10-31-The-Duty-of-a-Scholar.html
87•gslin•6h ago•28 comments

Show HN: NES Contra (1987) port (ASM –> C and then C –> WebAssembly)

https://epoyraz.github.io/nes-contra-us/
47•tevlon•6h ago•30 comments

Zinc creep in cable spelter sockets brought down the Arecibo telescope in 2020

https://maketecheasier.com/arecibo-zinc-creep-collapse/
18•ohjeez•1d ago•6 comments

Do the math: How we took over ChatGPT accounts

https://www.parameter.ai/labs/we-found-a-gap-at-openai
302•armcat•14h ago•149 comments

Much Ado About None: Sentinel Values in Python

https://florianwilhelm.info/2026/10/sentinel_values/
50•sebg•2d ago•28 comments

AI text watermarking and quality loss

https://blog.keyvan.net/p/ai-text-watermarking-and-quality
15•danielfoster•3h ago•1 comments

Sculpture re-creates odd optical effects of famed Lycurgus Cup

https://arstechnica.com/science/2026/10/scientists-recreate-the-1600-year-old-recipe-of-lycurgus-...
16•dverlaeckt80•1d ago•0 comments

With 86% of the words, you might understand only 38% of an anime's lines

https://learnfromx.com/research/anime-word-coverage-vs-lines-understood
66•lakesare•4h ago•41 comments

Simple circuits can create complex behaviors

https://aatishb.com/myriad/lets-build-a-brain/
215•aatish•4d ago•68 comments

Anthropic blocks users for anything touching training larger models

https://twitter.com/jiahaoshao1/status/2116475922190922088
183•pretext•5h ago•91 comments

Distributed Proofreaders

https://www.pgdp.net/c/
26•gone35•4h ago•1 comments

Show HN: A language model that lives in a boot sector

https://github.com/kerlenton/bootgpt
56•kerlenton•12h ago•1 comments

Switch Lowering in GCC

https://xoranth.net/gcc-switch/
198•signa11•17h ago•39 comments

Reading and writing are less symmetric than you (probably) think

https://fgiesen.wordpress.com/2015/10/25/reading-and-writing-are-less-symmetric-than-you-probably...
78•luu•3d ago•22 comments

5 years of OqtaDrive: Microdrive emulation to Sinclair Network over the internet

https://oqtadrive.org/10.other/5-years/
17•xelalex•1d ago•3 comments

William Nordhaus has died

https://news.yale.edu/2026/10/31/william-nordhaus-nobel-laureate-who-integrated-economics-and-cli...
53•ilreb•7h ago•21 comments

Redox: Ring Buffers Project Summary

https://www.redox-os.org/news/nlnet-rb-summary/
57•g0xA52A2A•3d ago•12 comments

Rhind Mathematical Papyrus

https://en.wikipedia.org/wiki/Rhind_Mathematical_Papyrus
16•sweetdingoes•1d ago•1 comments

Serbia just elected the world's brainiest parliament

https://www.science.org/content/article/serbia-just-elected-world-s-brainiest-parliament
807•input_sh•15h ago•462 comments