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Token-to-Credit Conversion: Avoiding Floating-Point Errors in AI Billing Systems

https://app.writtte.com/read/kZ8Kj6R
1•lasgawe•31s ago•1 comments

The Story of Heroku (2022)

https://leerob.com/heroku
1•tosh•50s ago•0 comments

Obey the Testing Goat

https://www.obeythetestinggoat.com/
1•mkl95•1m ago•0 comments

Claude Opus 4.6 extends LLM pareto frontier

https://michaelshi.me/pareto/
1•mikeshi42•2m ago•0 comments

Brute Force Colors (2022)

https://arnaud-carre.github.io/2022-12-30-amiga-ham/
1•erickhill•5m ago•0 comments

Google Translate apparently vulnerable to prompt injection

https://www.lesswrong.com/posts/tAh2keDNEEHMXvLvz/prompt-injection-in-google-translate-reveals-ba...
1•julkali•5m ago•0 comments

(Bsky thread) "This turns the maintainer into an unwitting vibe coder"

https://bsky.app/profile/fullmoon.id/post/3meadfaulhk2s
1•todsacerdoti•6m ago•0 comments

Software development is undergoing a Renaissance in front of our eyes

https://twitter.com/gdb/status/2019566641491963946
1•tosh•6m ago•0 comments

Can you beat ensloppification? I made a quiz for Wikipedia's Signs of AI Writing

https://tryward.app/aiquiz
1•bennydog224•7m ago•1 comments

Spec-Driven Design with Kiro: Lessons from Seddle

https://medium.com/@dustin_44710/spec-driven-design-with-kiro-lessons-from-seddle-9320ef18a61f
1•nslog•7m ago•0 comments

Agents need good developer experience too

https://modal.com/blog/agents-devex
1•birdculture•9m ago•0 comments

The Dark Factory

https://twitter.com/i/status/2020161285376082326
1•Ozzie_osman•9m ago•0 comments

Free data transfer out to internet when moving out of AWS (2024)

https://aws.amazon.com/blogs/aws/free-data-transfer-out-to-internet-when-moving-out-of-aws/
1•tosh•10m ago•0 comments

Interop 2025: A Year of Convergence

https://webkit.org/blog/17808/interop-2025-review/
1•alwillis•11m ago•0 comments

Prejudice Against Leprosy

https://text.npr.org/g-s1-108321
1•hi41•12m ago•0 comments

Slint: Cross Platform UI Library

https://slint.dev/
1•Palmik•16m ago•0 comments

AI and Education: Generative AI and the Future of Critical Thinking

https://www.youtube.com/watch?v=k7PvscqGD24
1•nyc111•16m ago•0 comments

Maple Mono: Smooth your coding flow

https://font.subf.dev/en/
1•signa11•17m ago•0 comments

Moltbook isn't real but it can still hurt you

https://12gramsofcarbon.com/p/tech-things-moltbook-isnt-real-but
1•theahura•21m ago•0 comments

Take Back the Em Dash–and Your Voice

https://spin.atomicobject.com/take-back-em-dash/
1•ingve•21m ago•0 comments

Show HN: 289x speedup over MLP using Spectral Graphs

https://zenodo.org/login/?next=%2Fme%2Fuploads%3Fq%3D%26f%3Dshared_with_me%25253Afalse%26l%3Dlist...
1•andrespi•22m ago•0 comments

Teaching Mathematics

https://www.karlin.mff.cuni.cz/~spurny/doc/articles/arnold.htm
2•samuel246•25m ago•0 comments

3D Printed Microfluidic Multiplexing [video]

https://www.youtube.com/watch?v=VZ2ZcOzLnGg
2•downboots•25m ago•0 comments

Abstractions Are in the Eye of the Beholder

https://software.rajivprab.com/2019/08/29/abstractions-are-in-the-eye-of-the-beholder/
2•whack•25m ago•0 comments

Show HN: Routed Attention – 75-99% savings by routing between O(N) and O(N²)

https://zenodo.org/records/18518956
1•MikeBee•25m ago•0 comments

We didn't ask for this internet – Ezra Klein show [video]

https://www.youtube.com/shorts/ve02F0gyfjY
1•softwaredoug•26m ago•0 comments

The Real AI Talent War Is for Plumbers and Electricians

https://www.wired.com/story/why-there-arent-enough-electricians-and-plumbers-to-build-ai-data-cen...
2•geox•29m ago•0 comments

Show HN: MimiClaw, OpenClaw(Clawdbot)on $5 Chips

https://github.com/memovai/mimiclaw
1•ssslvky1•29m ago•0 comments

I Maintain My Blog in the Age of Agents

https://www.jerpint.io/blog/2026-02-07-how-i-maintain-my-blog-in-the-age-of-agents/
3•jerpint•29m ago•0 comments

The Fall of the Nerds

https://www.noahpinion.blog/p/the-fall-of-the-nerds
1•otoolep•31m ago•0 comments
Open in hackernews

Introducing the Llama Startup Program

https://ai.meta.com/blog/llama-startup-program/?_fb_noscript=1
189•mayalilpony10•8mo ago

Comments

adamloving•8mo ago
Quick summary: Apply for up to $6K reimbursement per month for up to 6 months for Llama usage (wherever you use it). Incorporated startups with less than $10 million USD in funding are eligible. (disclosure: I work at Meta as Llama Partner Engineer)
bix6•8mo ago
Is this pure reimbursement or are there any strings attached?
joshuanapoli•8mo ago
The 6k is only for AI cloud hosting.

> Join us for the opportunity to receive cloud reimbursements of up to $6,000 USD per month for up to six months, technical resources, and a vibrant community

adamloving•8mo ago
It's reimbursement for Llama usage, and Meta is hoping you'll provide feedback on how Llama works for your scenario.
YetAnotherNick•8mo ago
Does this just apply to API cost or finetuning/hosting on prem cost?
adamloving•8mo ago
Great question, I'll check on that.
teruakohatu•8mo ago
> disclosure: I work at Meta as Llama Partner Engineer

Do you know of any programmes for Tertiary Education initiatives?

adamloving•8mo ago
Not that I know of for Llama... but checkout https://forwork.meta.com/meta-for-education/
teruakohatu•8mo ago
Thanks :) A/VR is not my thing. Hopefully they will do something in the future. Tertiary Education is in crisis thanks to AI, but it’s also going to supercharge it and that’s where research is needed.
kjok•8mo ago
> Employ at least one developer

What kind of developer? full/part-time or 1099 contractor?

lostmsu•8mo ago
Do I count as the founder? I use contractors from Eastern Europe to do frontend, does that count?

Overall seems like a very niche offering, considering $6K is peanuts these days. You can get more by applying for any of Microsoft, Google, or Amazon startup programs. MSFT for instance straight up gives > $100K in cloud credits when you are funded (and if not, how do you pay your developer?)

adamloving•8mo ago
Is your business incorporated? I'm checking on whether contractors count towards the 1 developer requirement.
ivape•8mo ago
Can I incorporate tonight and apply?
lostmsu•8mo ago
It is. But the question is more hypothetical. The offer seems to have a very limited value.
adamloving•8mo ago
Let me check on that just to be sure.
theanonymousone•8mo ago
Hi! Does it have to be a legally incorporated company?
dbbk•8mo ago
What is a non-legally incorporated company?
valleyer•8mo ago
An unincorporated association or sole proprietorship, for example.

https://en.wikipedia.org/wiki/Unincorporated_association

https://en.wikipedia.org/wiki/Sole_proprietorship

paxys•8mo ago
You literally linked to something called "unincorporated".
valleyer•8mo ago
Yes. That's what the "does it have to be legally incorporated" question is implicitly contrasting with, by my reading. (Not against some putative "non-legally incorporated company".)
ghaff•8mo ago
A ton of one-person shops don’t spend the effort and money to legally incorporate in some manner.
adamloving•8mo ago
Yes
maxloh•8mo ago
How does this program, or the adoption of Llama in general, benefit Meta?
BizarroLand•8mo ago
If you come up with a great idea, then Facebook can either steal it from you or buy you out without them having to spend the funds to test all of the potential options.

Facebook hasn't had a good idea for over a decade (and even that one was trash), so they need a little help now and again.

adamloving•8mo ago
Meta wants feedback from startups on how Llama can be improved.
mdhb•8mo ago
Shut it down is the best thing you could do for it and for society. You work for a spyware company.
ivape•8mo ago
Meta doesn't have a business providing straight up API usage. This is a new market, if they can get startups relying on Llama hosting, then there's no reason this can't be a whole new market.
concerndc1tizen•8mo ago
> ... to receive cloud reimbursements of up to $6,000 USD per month for up to six months
sbrother•8mo ago
Will payments to OpenRouter for hosted llama calls qualify?
adamloving•8mo ago
Yes. You will just need to document how much of your OpenRouter bill was for Llama usage (like provide screenshots if its not broken down on your invoices or receipts).
ignoramous•8mo ago
Can one apply to this program if they have incorporated in the US (via Stripe Atlas, say), but aren't a US resident?
seunosewa•8mo ago
Make a good model first. Then you can start pushing for usage. Llama 4 isn't even the best open source non-reasoning model.
phillipcarter•8mo ago
It is a good model, but I think my bar is to stop faking benchmarks first.
littlestymaar•8mo ago
What Llama4 model is good in your opinion?
phillipcarter•8mo ago
I've only used Scout, but I found it more than acceptable as a "GPT-4 or better" level model for coding questions. I've not stress tested it in any way because I didn't need to. So it's fine! It's just not special.
maxloh•8mo ago
> Llama 4 isn't even the best open source non-reasoning model.

It isn't even open source. There is a 700 million monthly active users limit.

https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Inst...

kouteiheika•8mo ago
> There is a 700 million monthly active users limit.

...so? Who cares? Why does it matter if big megacorporations cannot use it for free? I sure as hell don't care.

If you want to complain about the license a better target is the annoying advertising clause:

> i. If you distribute or make available the Llama Materials (or any derivative works thereof), or a product or service (including another AI model) that contains any of them, you shall (A) provide a copy of this Agreement with any such Llama Materials; and (B) prominently display “Built with Llama” on a related website, user interface, blogpost, about page, or product documentation. If you use the Llama Materials or any outputs or results of the Llama Materials to create, train, fine tune, or otherwise improve an AI model, which is distributed or made available, you shall also include “Llama” at the beginning of any such AI model name.

neilv•8mo ago
Better hurry:

> Applications for the initial cohort close on May 30, 2025 at 6:00 pm PT.

yellow_lead•8mo ago
Nice, just a little over a week. I'm sure they'll get many great applications.
paxys•8mo ago
Takes more than a week to fill out a form with 3 text boxes?
bjornsing•8mo ago
Great natural filter for startup talent.
mystified5016•8mo ago
Obviously you're meant to have Llama generate your application for you
ks2048•8mo ago
Does anyone know of a good list of similar programs (cloud credits for startups)?
shooker435•8mo ago
Azure and GCP both offer startup credits if you're incorporated, more if you've raised funding or have revenue. Not sure about AWS.
alex1115alex•8mo ago
You don’t have to be incorporated for Azure startup program. Sole proprietor LLC works fine. It’s kind of an insane deal… $125k credits for a $150 LLC and a YouTube demo.
ignoramous•8mo ago
Not aware of any well-maintained lists, but here's one I've applied to: https://blog.cloudflare.com/expanding-cloudflares-startup-pr...
PhilippGille•8mo ago
There are some commercial offerings with collections of cloud credits, trials etc:

- https://www.founderpass.com

- https://www.joinsecret.com

- https://www.startups.com/perks/partners

- https://www.f6s.com/software

k__•8mo ago
"for early-stage startups in the United States"
airylizard•8mo ago
love it. any llm can be made to perform reliably and accurately which is the biggest pre-requisite when it comes to creating an "AI Agent". I think this gives people the opportunity to start somewhere because they can leverage multi-pass prompting frameworks like TSCE to scale: https://github.com/AutomationOptimization/tsce_demo. despite the fact that "llama isn't the best"
moron4hire•8mo ago
Our definitions of "reliable" and "accurate" must differ wildly.
airylizard•8mo ago
Exactly what leads to inaccurate output in LLM's. The semantic interpretation of each individual token isn't the same between us and it. "Interpretation", we likely define accuracy and reliability pretty closely the same you and I, but that interpretation is where we differ. As for my "definition" it's in the repo. I'm not funded by anyone, don't get paid, and have no product to sell. So if you're genuinely interested in discussing, I'm all for it!
slowhand09•8mo ago
Waiting for an obligatory WinampAI post because... It Really Whips the Llama's Ass.
rgbrgb•8mo ago
> Funding + Support -> Apply for Llama Startup Program by May 30 -> Vision

Feels a little backwards, no? Perhaps should have consulted Gemini.

Fomite•8mo ago
This was my thought too. But somewhat revealing of the mindset involved in an awful lot of the AI "industry".

First, start with a pile of money and the vague notion of an AI tool. Usefulness will come later, surely, definitely, before we run out of pile of money.

pocketarc•8mo ago
Is it the AI industry or just VC in general? YC quite famously invests in founders, not ideas. Other accelerators are similar. They start with a pile of money and the vague notion of a startup idea. Usefulness comes later, after however many pivots, before they run out of the pile of money.
Fomite•8mo ago
"Yes."
busymom0•8mo ago
Unfortunately, limited to US only.
maxloh•8mo ago
How does this program, or the adoption of Llama in general, benefit Meta?
reilly3000•8mo ago
I want to know the same thing, but the other day I heard an interesting stat that ChatGPT is the #4 top site by traffic, just behind Instagram and ahead of X. We mustn’t let all of that attention go elsewhere shall we?
I_am_tiberius•8mo ago
This image in the article has a size of 3MB: https://scontent-vie1-1.xx.fbcdn.net/v/t39.2365-6/499353575_...
jjcm•8mo ago
I'm surprised they're leveraging a png for it instead of webp or some other compression format. Mainly surprised that compression of blog assets isn't automated for them.
flaviuspopan•8mo ago
To confirm, an LLC with a solo dev wouldn’t qualify?
lgas•8mo ago
I am not affiliated with the program, but I suspect an LLC would count as incorporated, and therefore an LLC with a solo dev (that has raised less than $10m) would qualify.
CSMastermind•8mo ago
My company qualifies for their criteria but Llama has been so bad compared to actual frontier models it doesn't seem worth it.

They should probably remove the restriction that you need to be incorporated and open it up to college students or something.

lr1970•8mo ago
> and may help to fund their use of Llama models.

I love open weight (and better open source) LLMs and wish Llama all the best! But God help Meta if they have to pay startups to entice them to use their open weights model.

rubitxxx10•8mo ago
Am I the only one disappointed that it wasn’t a desktop app with a big splash screen picture of a llama on startup?
drclegg•8mo ago
> Eligibility: Based in the U.S.

_sigh_