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MangoCoffee

1,752 karmajoined 6 anni fa

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MangoCoffee
·4 giorni fa·discuss
its no difference than US team fixing slop written by outsource company from India. where do you think LLMs learn slop code from?
MangoCoffee
·4 giorni fa·discuss
AI slop? Humans write slop too. We’ve all heard the stories, companies outsource projects to India, only to bring them back to the US for the local team to fix.

I saw it myself at a past job. We hired a consulting firm to convert a project. They outsourced it to India. In the end, we had to hire a US company to rewrite the whole thing from scratch.

Talk about slop!
MangoCoffee
·10 giorni fa·discuss
Microsoft needs to offer cheaper option since they change to token based billing. GPT-5.4 used to be x1 for yearly subscriber but now it cost 6x. i run out the premium request for just couple prompts. Github copilot for $10 used to be the best value since you get all the US AI labs model for cheap.
MangoCoffee
·10 giorni fa·discuss
>he could have rented GPUs the way Elon did at this point

"Meta building cloud business to sell excess AI capacity, Bloomberg News reports Meta building cloud business to sell excess AI capacity, Bloomberg News reports"

https://www.reuters.com/business/meta-sell-excess-ai-computi...
MangoCoffee
·10 giorni fa·discuss
i like Chinese open weight model that offer cheap token but i only use it for my personal project.

China have a history of stealing IPs/trade secrets and Chinese court favored its own local companies. while US have a robust court that can enforce IPs. if you want to risk your company's IPs/trade secrets/data for some cheap token. Go ahead and use Z.ai's services.
MangoCoffee
·10 giorni fa·discuss
to me its more about company's IPs/trade secrets. china have a history of stealing IPs and very poor IPs enforcement while US have an established history of protecting IPs and US court can enforce it but hey, cheap token is more important, right?
MangoCoffee
·11 giorni fa·discuss
The AI race right now is in a sad state. Chinese's playbook is releases open weight models and trains them on their own chips.

Anthropic pushes fear and control. But the only way to win is by innovating. China is flooding the market with cheap, good enough models, while the U.S. is building a Chinese firewall.
MangoCoffee
·12 giorni fa·discuss
Running LLMs locally for development doesn’t make sense to me. The hardware gets outdated in just a few years. Even hyperscalers replace their GPUs faster than they can buy them, plus the cost of running it locally, isn’t cheap. the cost saving just ain't there.
MangoCoffee
·15 giorni fa·discuss
>zero coding benchmarks

"What gets measured gets managed"
MangoCoffee
·17 giorni fa·discuss
cheap token is more important now than ever. Chinese open weight model is getting pretty good. the real cost of AI adaption will come down to who (China or US) can provide cheap token for consumers and companies. Microsoft consider DeepSeek for their cowork is an example and now OpenAI with its own AI inference chip.
MangoCoffee
·20 giorni fa·discuss
SOTA LLMs is less important than cheap token and Chinese AI labs is releasing model that is only about 6-8 months behind American AI labs.

Chinese's model like GLM is getting better for coding task and its cheaper. Microsoft Github copilot have to switch billing to token based. the cost of AI have increased since agent come into play. whoever can offer cheaper token to do task will win.

even Microsoft is looking into Deepseek for cheap token.

https://www.axios.com/2026/06/16/microsoft-copilot-cowork-to...
MangoCoffee
·22 giorni fa·discuss
i'm using LLMs to do personal aspnet web project. i'm not skill in javascript. i let AI handle it and learn.
MangoCoffee
·25 giorni fa·discuss
>One of the things that makes @SpaceX so valuable is how valuable it is. The Cursor acquisition costs materially less in dilution because of SpaceX’s high valuation.

https://x.com/BillAckman/status/2066866144154161555?s=20
MangoCoffee
·25 giorni fa·discuss
It’s the best exit for Cursor. There’s not much of a path for Cursor besides getting acquired. Cursor is a fork of VSCode. How much improvement can you really make? Cursor’s own model is based on a Chinese model. OpenAI and Claude are SOTA for coding. The only selling point for Cursor’s model is that it’s cheap.

This is the best outcome for Cursor.
MangoCoffee
·mese scorso·discuss
[flagged]
MangoCoffee
·mese scorso·discuss
cheap token for the win.

Microsoft github copilot recently changed their billing. i'm on the yearly subscription. GPT-5.4 is now 6x and even previously free model like GPT-5 mini now cost .33x. its only June 11 and my usage is now at 50%.
MangoCoffee
·mese scorso·discuss
Chinese model is good enough and cheap.

i've a Github copilot yearly subscription. Microsoft recently changed their billing to based on token. i'm still getting billed per premium request but GPT 5.4 is now 6x compare to 1x before.
MangoCoffee
·mese scorso·discuss
two weeks notice when you leave but where's the two weeks notice when they fired you.
MangoCoffee
·mese scorso·discuss
middle man? Model providers/hyperscalers -> OpenRouter -> consumers?

coffee farmers -> middle man -> you
MangoCoffee
·mese scorso·discuss
ChatGPT came out in 2022. Back then it was just a chatbot. Now we have AI agents. What matters is how we use them and how the agents get better. That’s what will move AI forward.