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Google DeepMind Releases AlphaGenome

https://deepmind.google/discover/blog/alphagenome-ai-for-better-understanding-the-genome/
283•i_love_limes•7h ago•80 comments

Launch HN: Issen (YC F24) – Personal AI language tutor

201•mariano54•7h ago•177 comments

Memory Safety Is Merely Table Stakes

https://www.usenix.org/publications/loginonline/memory-safety-merely-table-stakes
35•comradelion•2h ago•16 comments

Kea 3.0, our first LTS version

https://www.isc.org/blogs/kea-3-0/
12•conductor•1h ago•5 comments

Starcloud says 1 launch, $8M but ISS tech says 17 launches, $850M+

https://angadh.com/space-data-centers-1
20•angadh•1h ago•19 comments

A Review of Aerospike Nozzles: Current Trends in Aerospace Applications

https://www.mdpi.com/2226-4310/12/6/519
57•PaulHoule•6h ago•24 comments

Matrix v1.15

https://matrix.org/blog/2025/06/26/matrix-v1.15-release/
55•todsacerdoti•1h ago•11 comments

Introducing Gemma 3n

https://developers.googleblog.com/en/introducing-gemma-3n-developer-guide/
218•bundie•4h ago•94 comments

"Why is the Rust compiler so slow?"

https://sharnoff.io/blog/why-rust-compiler-slow
83•Bogdanp•2h ago•97 comments

The time is right for a DOM templating API

https://justinfagnani.com/2025/06/26/the-time-is-right-for-a-dom-templating-api/
20•mdhb•2h ago•4 comments

Snow - Classic Macintosh emulator

https://snowemu.com/
171•ColinWright•12h ago•64 comments

SigNoz (YC W21, Open Source Datadog) Is Hiring DevRel Engineers (Remote)(US)

https://www.ycombinator.com/companies/signoz/jobs/cPaxcxt-devrel-engineer-remote-us-time-zones
1•pranay01•3h ago

Show HN: I built an AI dataset generator

https://github.com/metabase/dataset-generator
100•matthewhefferon•6h ago•21 comments

Alternative Layout System

https://alternativelayoutsystem.com/scripts/#same-sizer
8•smartmic•2h ago•1 comments

Shifts in diatom and dinoflagellate biomass in the North Atlantic over 6 decades

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0323675
23•PaulHoule•4h ago•1 comments

A new pyramid-like shape always lands the same side up

https://www.quantamagazine.org/a-new-pyramid-like-shape-always-lands-the-same-side-up-20250625/
598•robinhouston•1d ago•146 comments

Robots that learn

https://openai.com/index/robots-that-learn/
24•ulrischa•1h ago•8 comments

Puerto Rico's Solar Microgrids Beat Blackout

https://spectrum.ieee.org/puerto-rico-solar-microgrids
324•ohjeez•22h ago•185 comments

Low Overhead Allocation Sampling in a Garbage Collected Virtual Machine

https://arxiv.org/abs/2506.16883
7•matt_d•3d ago•1 comments

Typr – TUI typing test with a word selection algorithm inspired by keybr

https://github.com/Sakura-sx/typr
26•Sakura-sx•3d ago•3 comments

Show HN: Magnitude – open-source AI browser automation framework

https://github.com/magnitudedev/magnitude
21•anerli•3h ago•8 comments

Lateralized sleeping positions in domestic cats

https://www.cell.com/current-biology/fulltext/S0960-9822(25)00507-X?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS096098222500507X%3Fshowall%3Dtrue
62•EvgeniyZh•3h ago•27 comments

-2000 Lines of code (2004)

https://www.folklore.org/Negative_2000_Lines_Of_Code.html
512•xeonmc•1d ago•222 comments

The Business of Betting on Catastrophe

https://thereader.mitpress.mit.edu/the-business-of-betting-on-catastrophe/
52•anarbadalov•3d ago•23 comments

US economy shrank 0.5% in the first quarter, worse than earlier estimates

https://apnews.com/article/economy-tariffs-trump-gdp-shrink-86d1f15e66c646ac4ce88ffc0a956942
189•Aloisius•2h ago•61 comments

Muvera: Making multi-vector retrieval as fast as single-vector search

https://research.google/blog/muvera-making-multi-vector-retrieval-as-fast-as-single-vector-search/
79•georgehill•11h ago•6 comments

FLUX.1 Kontext [Dev] – Open Weights for Image Editing

https://bfl.ai/announcements/flux-1-kontext-dev
108•minimaxir•6h ago•29 comments

Access BMC UART on Supermicro X11SSH

https://github.com/zarhus/zarhusbmc/discussions/3
50•pietrushnic•7h ago•8 comments

A.I. Is Homogenizing Our Thoughts

https://www.newyorker.com/culture/infinite-scroll/ai-is-homogenizing-our-thoughts
43•thoughtpeddler•51m ago•30 comments

Ambient Garden

https://ambient.garden
269•fipar•3d ago•51 comments
Open in hackernews

FLUX.1 Kontext [Dev] – Open Weights for Image Editing

https://bfl.ai/announcements/flux-1-kontext-dev
108•minimaxir•6h ago

Comments

minimaxir•6h ago
The new non-commercial license is a bit of a doozy: https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/...
samtheprogram•5h ago
If I’m understanding this correctly, you can’t run this in a commercial setting, even if you’re not creating a derivative but simply generating outputs?
smerrill25•5h ago
I believe you can buy licensing? But def not the same as 'Open Weights..'
StevenWaterman•4h ago
"Weights available" perhaps
stefan_•5h ago
The same people that claim using all of humanities creation is fair use want you to pay for a bunch of MatMul inputs that are unrecognizable to anyone after quantizing them yourself.
cchance•5h ago
Stupid question, whats to stop someone from quantizing it, shit even just barely finetuning it for 1 step and calling it something different, no ones actually checking WTF these models are based on when they're released, especially for the source models, especially if the release is not around the same time of release as the base, i'm 99% sure someone could fine tune SD3.5 a bit and release it today as Frizz 1.0 and people would just take it as a new model using the same layer structure as SD3.5 lol
elpocko•4h ago
Not impossible but you'd gonna have to do a bit more than that. Most people are ignorant, but not all of them. An experienced user can tell what model family was used from a bunch of generated images. Also, no one would believe a nobody who just showed up claiming to have trained a brand new diffusion model.
SV_BubbleTime•1h ago
I forget which, but some HiDream maybe was called out for this when it happened to generate basically the same dude in front of the same archway when compared against flux.
liuliu•1h ago
HiDream is a separate architecture. OTOH, it might be finetuned on FLUX generated data, we will never know.
liuliu•1h ago
There is a simple method to detect this: taking a model "claimed" to be trained scratch, taking the model you suspected is the original, generate a new model = claimed_model * 0.5 + suspected_model * 0.5.

If the claimed_model is trained from scratch, the new model will have 0 capability (basically generate gibberish words or noise). If it is a derivative of the suspected model, it will do something sensible.

It is a bit more interesting for diffusion model because you can fine-tune to a different objective, making this investigation harder to do, but not impossible.

whywhywhywhy•3h ago
The double standard is frankly disgusting.

I'm actually all for open training but I think it's only fair you treat the model as your treated the life's work of others.

ronsor•3h ago
Quite frankly, I still believe that these model licenses are dubiously enforceable at best, and I'm skeptical that models are copyrightable at all.
kristopolous•6h ago
I was at a hackathon with this thing last weekend in SF at bfl. It's a pretty good system.
HanClinto•4h ago
What sorts of things were built with it?
kristopolous•1h ago
I think this should work: https://docs.google.com/spreadsheets/d/1cxh9oA1ZHkzGRMKutVNb...

I was at the top of the list ... pitched it poorly. That night I made a party game to practice: https://pitchanary.com/

The rules might need some work.

HanClinto•20m ago
Wow, this is a seriously good turnout for the hackathon. Thank you for posting this list, it's fun to look through these!
whatevsmate•5h ago
Neat, I plan to check this out.

I really want an AI to jam with on a canvas rather than to just have it generate the final results.

I have been hoping someone would pick up on the time series forecasting innovations in the LLM space, combine them with data from e.g. the Google quick draw dataset, and turn that into a real-time “painting partner” experience, kind of like chatting with an LLM through brush strokes.

vunderba•4h ago
Using the kontext models in Fal.ai shows you a nice slider of the before and after edits and has a button that lets you set the edited image as the new source so you can continue to make changes.

Now that BFL has released a dev model, I'd love to see a Kontext plugin for Krita given that it already has one for Stable Diffusion though!

https://github.com/Acly/krita-ai-diffusion

dragonwriter•3h ago
The Krita plugin is a bridge to ComfyUI which can already run Flux and presumably will have native support for Kontext (dev) within a week or so, and the plugin already has limited support for using Flux, so Kontext in the existing plugin (rather than requiring a new one) seems a fairly reasonable expectation.
dragonwriter•16m ago
> ComfyUI which can already run Flux and presumably will have native support for Kontext (dev) within a week or so

This was pessimistic, native support today, with workflow and pointer to an alternate fp8 model download for people that can't run the full fp16 checkpoint.

https://comfyanonymous.github.io/ComfyUI_examples/flux/#flux...

b0a04gl•5h ago
this intent in licenses might lowkey prescreens who even gets to build. this creates a soft perimeter = technically open, operationally narrow. it's shaping who can even try, plus cuts out misuse but also cuts out maybe-use. over time, that subtly redefines what counts as valid experimentation
rushingcreek•4h ago
This is awesome, and kudos to BFL for releasing the weights. The financial sustainability of open-source is hard to get right, and giving academics this model for free while charging a reasonable licensing fee for startups is something I think makes sense if it allows BFL and others to continue releasing open-weight models.
vunderba•4h ago
Here's hoping the distilled [Dev] model can hold up reasonably well against the larger pro/max models which in a lot of ways can completely replace the relatively old-school inpainting techniques of Stable Diffusion.

Some before/after experiments with editing images using Kontext:

https://specularrealms.com/ai-transcripts/experiments-with-f...

thetoon•3h ago
What amount of VRAM is this supposed to work with?
SV_BubbleTime•1h ago
Today… about 18-20GB.

Tomorrow… like 4GB if you have an hour.

treesciencebot•2h ago
One interesting feature that gets enabled with open weights is adding new capabilities (tasks) to these editing models. They generalize quite well with low samples (30 ish). We talk about it here https://blog.fal.ai/announcing-flux-1-kontext-dev-inference-...
qingcharles•2h ago
Absolutely. This is the version of Kontext that everyone has been waiting for. It's far more useful now. This is the first of the new generation of imagegens that allows training. Can't do that with Gemini, GPT, MJ etc.
oTsanony•32m ago
Yo guys, I think I might’ve found a chill and straightforward way to openly generate NSFW stuff using flux1-context on ComfyUI.
popalchemist•32m ago
License is a major bummer.