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Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives
Article URL: https://arxiv.org/abs/2505.21627
Comments URL: https://news.ycombinator.com/item?id=44276232
Points: 3
# Comments: 0
AMD's first Ultra Ethernet ready network card – Pensando Pollara: up to 400 Gbps
Ask HN: AWS cdk, serverless setup advice
I'm doing this part time work with another "senior/staff" developer who got tired of writing lots of code with nodejs and decided the way to go was doubling down on aws - and the various tools provided. His new stack is as follows
- dynamodb - nodejs lambda functions - s3 - cdk to setup infra, attach lambda's to various resources
nearly all our features rely on the following "common/reuseable" existing code. This is thoroughly tested because they are reused in multiple projects. -> we have a core set of infra/lambda code that does common things like -> authorization/authentication/accounts - using auth0 behind the scenes - for user management -> billing - using a stripe setup. we have ddb table, webhooks and various lambda to support billing based on accounts above -> managing uploads - presigned and direct multipart/form-data uploads and saving metadata in dd -> creating and tracking jobs - via sqs -> have api as a service module that helps us track useage for api's being sold to public
For a typical project, we spin up the above existing infra Add custom infrastructure to do things specific to the project This typically involves -> adding an api gateway and attaching lambda handlers -> and so on.
My question is Which of you do something similar How do you organize reuseable code - do you create your own custom constructs library? Do you have one giant gateway that custom apis get attached to or you create new gateways to do whatever.
Comments URL: https://news.ycombinator.com/item?id=44276222
Points: 2
# Comments: 0
Fujifilm X half: Is it the perfect family camera?
Article URL: https://arslan.io/2025/06/14/fujifilm-x-half-is-it-the-perfect-family-camera/
Comments URL: https://news.ycombinator.com/item?id=44276200
Points: 1
# Comments: 0
Best Internet Providers in Idaho Falls, Idaho
This New Coinbase Card Lets You Earn Up to 4% Back in Bitcoin. Here's How It Works
VodafoneThree with £11B to reach 99.95% 5G Standalone coverage by 2034
Best Internet Providers in New Jersey
Do you mine Bitcoin? How does it work?
Article URL: https://help.abathhouse.com/hc/en-us/articles/16748674443924-Do-you-mine-Bitcoin-How-does-it-work
Comments URL: https://news.ycombinator.com/item?id=44276178
Points: 2
# Comments: 0
Unsupervised Elicitation of Language Models
Article URL: https://arxiv.org/abs/2506.10139
Comments URL: https://news.ycombinator.com/item?id=44276041
Points: 1
# Comments: 0
Washington Post in talks with Substack about using its writers
Article URL: https://www.theguardian.com/media/2025/jun/14/washington-post-in-talks-with-substack-about-using-its-writers
Comments URL: https://news.ycombinator.com/item?id=44276039
Points: 1
# Comments: 0
Gen Z's Chaotic, Ironic Emoji Swapping Meme
Article URL: https://blog.emojipedia.org/gen-zs-chaotic-ironic-emoji-swapping-meme/
Comments URL: https://news.ycombinator.com/item?id=44276037
Points: 1
# Comments: 0
Why Fine-Tuning Is the Secret Sauce for ML Engineers in 2025
Ask HN: DMs on HN
HN prevents replying to posts / comments that are "too old".
This means if I have a question for a user based on a comment they wrote 2 months ago, there's no way for me to get their attention unless they have a post / comment that is not "too old".
If they don't have anything like that, I'm out of luck. If they do, I'm still breaking forum etiquette by responding to their new post / comment with something unrelated.
Has there has been discussion previously on whether DMing other HN users is a feature that the community wants?
Comments URL: https://news.ycombinator.com/item?id=44275985
Points: 1
# Comments: 1
Adding public transport data to Transitous
Article URL: https://www.volkerkrause.eu/2025/06/14/transitous-adding-data.html
Comments URL: https://news.ycombinator.com/item?id=44275974
Points: 2
# Comments: 0
I understand why Google ships such poor software
But I don't understand why it creates it.
For example its Gmail Android app. When message send fails, the message remains in Outbasket - fine - but the app presents no button to retry. OK, so perhaps the designer just forgot.
But the message display To: value is overwritten with a word in red e.g. Uploading, presumably intended as an explanation for the fail. This prevents the user determining the recipient.
So what's behind this? Did some designer really beleive overwriting the recipient name with error info was a good idea?
And this is no simple layout issue. Opening the message shows the same. And attempting to workaround using forward or reply fails - because both are broken, yielding simply a blank message.
Comments URL: https://news.ycombinator.com/item?id=44275973
Points: 1
# Comments: 0
The new global elites: More powerful and interventionist than ever
Solving LinkedIn Queens with APL
Article URL: https://pitr.ca/2025-06-14-queens
Comments URL: https://news.ycombinator.com/item?id=44275900
Points: 1
# Comments: 0
Facial recognition error sees woman accused of theft
Article URL: https://www.bbc.co.uk/news/articles/cdr510p7kymo
Comments URL: https://news.ycombinator.com/item?id=44275877
Points: 1
# Comments: 0
Bluesky isn't about Trump and politics
Article URL: https://bsky.app/profile/gridsky.app/post/3lrksyye2t22z
Comments URL: https://news.ycombinator.com/item?id=44275858
Points: 2
# Comments: 0