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Achieving 10,000x training data reduction with high-fidelity labels

https://research.google/blog/achieving-10000x-training-data-reduction-with-high-fidelity-labels/
44•badmonster•4h ago

Comments

ericyd•2h ago
> in production traffic only very few (<1%) ads are actually clickbait

That's a fascinating claim, and it does not align with my anecdotal experience using the web for many years.

ajb•1h ago
I had that reaction as well, but consider: clickbait is such because it takes more work (emotional or logical) to reject it than an ad which is merely not relevant to you. Thus, your (and my) recall of ads is probably biased towards clickbait, and we overestimate its prevalence.
vajrabum•19m ago
Not quite the same thing but some non-negligable percentage of ads I see on Facebook are outright scams which purport to be selling musical instruments at a 'markdown'. First guitars supposedly from the Sam Ash bankruptcy sales linking to an obvious fake site and more lately 'free' giveaways of high end Gibson acoustic guitars. When I've reported them I got the feedback that it didn't violate community standards, but my insta account got perma-banned when I posted the original of a song on youtube from 1928 on a thread which started with a cover from 30 years ago. That was considered spam.

Vibechart

https://www.vibechart.net/
569•datadrivenangel•4h ago•120 comments

GPT-5

https://openai.com/gpt-5/
1393•rd•8h ago•1678 comments

Cursed Knowledge

https://immich.app/cursed-knowledge/
111•bqmjjx0kac•2h ago•21 comments

Flipper Zero DarkWeb Firmware Bypasses Rolling Code Security

https://www.rtl-sdr.com/flipperzero-darkweb-firmware-bypasses-rolling-code-security/
132•lq9AJ8yrfs•4h ago•69 comments

Historical Tech Tree

https://www.historicaltechtree.com/
274•louisfd94•6h ago•57 comments

GPT-5: Key characteristics, pricing and system card

https://simonwillison.net/2025/Aug/7/gpt-5/
425•Philpax•7h ago•184 comments

Cursor CLI

https://cursor.com/cli
158•gonzalovargas•4h ago•85 comments

OpenAI's new open-source model is basically Phi-5

https://www.seangoedecke.com/gpt-oss-is-phi-5/
163•emschwartz•6h ago•59 comments

GPT-5 for Developers

https://openai.com/index/introducing-gpt-5-for-developers
341•6thbit•8h ago•183 comments

Encryption made for police and military radios may be easily cracked

https://www.wired.com/story/encryption-made-for-police-and-military-radios-may-be-easily-cracked-researchers-find/
123•mikece•7h ago•74 comments

Hubble catches sharpest image yet of 3I/ATLAS

https://www.skyatnightmagazine.com/news/hubble-3i-atlas-july-2025
10•anigbrowl•1h ago•2 comments

Benchmark Framework Desktop Mainboard and 4-node cluster

https://github.com/geerlingguy/ollama-benchmark/issues/21
133•geerlingguy•7h ago•36 comments

Windows XP Professional

https://win32.run/
293•pentagrama•11h ago•174 comments

Building Bluesky comments for my blog

https://natalie.sh/posts/bluesky-comments/
265•g0xA52A2A•9h ago•105 comments

Achieving 10,000x training data reduction with high-fidelity labels

https://research.google/blog/achieving-10000x-training-data-reduction-with-high-fidelity-labels/
44•badmonster•4h ago•3 comments

Infinite Pixels

https://meyerweb.com/eric/thoughts/2025/08/07/infinite-pixels/
213•OuterVale•12h ago•48 comments

Open music foundation models for full-song generation

https://map-yue.github.io/
69•selvan•3d ago•33 comments

Touch Mapper – open-source 3D printed tactile maps for the visually impaired

https://touch-mapper.org
15•speckx•3d ago•0 comments

How to sell if your user is not the buyer

https://writings.founderlabs.io/p/how-to-sell-if-your-user-is-not-the
148•mooreds•10h ago•70 comments

How AI conquered the US economy: A visual FAQ

https://www.derekthompson.org/p/how-ai-conquered-the-us-economy-a
170•rbanffy•15h ago•152 comments

Satellite Scanning

http://www.geoscaninc.com/default.asp?page=satellite_scanning
4•sharpshadow•3d ago•0 comments

Exit Tax: Leave Germany before your business gets big

https://eidel.io/exit-tax-leave-germany-before-your-business-gets-big/
66•olieidel•7h ago•55 comments

Foundry (YC F24) is hiring staff-level product engineers

https://www.ycombinator.com/companies/foundry/jobs/jwdYx6v-founding-product-engineer
1•lakabimanil•8h ago

Show HN: Octofriend, a cute coding agent that can swap between GPT-5 and Claude

https://github.com/synthetic-lab/octofriend
62•reissbaker•7h ago•20 comments

The Inkhaven Blogging Residency

https://www.inkhaven.blog/
53•venkii•1d ago•58 comments

The Q Programming Language

https://git.urbach.dev/cli/q
47•ygritte•3d ago•10 comments

Spatio-temporal indexing the Bluesky firehose

https://joelgustafson.com/posts/2025-08-07/spatio-temporal-indexing-the-bluesky-firehose
28•joelg•6h ago•0 comments

Lightweight LSAT

https://lightweightlsat.com/
56•gregsadetsky•7h ago•29 comments

Italy's pizza detectives

https://www.bbc.com/travel/article/20250801-italys-undercover-pizza-detectives
38•pseudolus•4d ago•44 comments

An LLM does not need to understand MCP

https://hackteam.io/blog/your-llm-does-not-care-about-mcp/
101•gethackteam•12h ago•96 comments